update

Integration 2025 week 42

* !3623 Optimization of PDSCH precoding operation
* !3691 \[CI\] Ensure multi-arch DockerHub Push after successful image build
* !3696 asn1c doesn't follow c99 variables alias rules, it needs to be compiled this...
* !3685 Assign antenna ports correctly for 1 and 2 layers for aerial.
* !3495 Type0 PDSCH frequency allocation at L1 UE
* !3686 Remove NR L2 simulator code from UE
* !3693 Remove B200-specific clock-rate setting
* !3701 OAI UE: add shared RSRP Table 10.1.6.1-1 mapping function to helpers and adopt it RRC UE
* !3662 RRC UE file cleanup
* update doc/README.md
* !3608 use common scale channel functions for DLSCH and ULSCH
* !3694 fix non initialized DMRS port value in case of DCI00 at UE
* !3702 Extend F1 rfsim CI test
* !3704 remove unused global queues, dead code
* !3673 CI: Aerial: Add an UL-heavy pipeline test
* !3651 CI: Upgrade HO setup to use an attenuator
* !3695 CI: Upgrade Aerial setup to 25-2.1

.dockerignore

@@ -5,3 +5,4 @@ common/utils/T/T_IDs.h
 common/utils/T/T_messages.txt.h
 common/utils/T/genids
 common/utils/T/genids.o
+artifacts

build-flexric.sh

@@ -0,0 +1,15 @@
+#!/bin/bash
+
+if [[ $(/usr/bin/id -u) -ne 0 ]]; then
+    echo "Not running as root"
+    exit
+fi
+
+cd openair2/E2AP/flexric/
+rm -rf build && mkdir build && \
+    cd build && cmake -DE2AP_VERSION=E2AP_V2 -DKPM_VERSION=KPM_V2_03 .. && make -j16 && sudo make install
+
+cd ~/OAI/openairinterface5g/
+
+cp -r /usr/local/etc/flexric/ flexric/etc/
+cp -r /usr/local/lib/flexric/ flexric/lib/

ci-scripts/conf_files/channelmod_rfsimu.conf

@@ -9,20 +9,29 @@ channelmod = {
         model_name                       = "rfsimu_channel_enB0"
       	type                             = "AWGN";			  
       	ploss_dB                         = 0;
-        noise_power_dB                   = -10; 
+        noise_power_dB                   = -60; 
-        forgetfact                       = 0;  
+        # forgetfact                       = 0;  
-        offset                           = 0;      
+        # offset                           = 0;      
-        ds_tdl                           = 0;      
+        # ds_tdl                           = 0;      
     },
     {
         model_name                       = "rfsimu_channel_ue0"
       	type                             = "AWGN";			  
-      	ploss_dB                         = 0;
+      	# ploss_dB                         = 0;
-        noise_power_dB                   = 0; 
+        # noise_power_dB                   = -30; 
-        forgetfact                       = 0;  
+        # forgetfact                       = 0;  
-        offset                           = 0;      
+        # offset                           = 0;      
-        ds_tdl                           = 0;      
+        # ds_tdl                           = 0;      
-    }    
+    },    
+    {
+        model_name                       = "rfsimu_channel_ue2"
+      	type                             = "AWGN";			  
+      	# ploss_dB                         = 0;
+        # noise_power_dB                   = 0; 
+        # forgetfact                       = 0;  
+        # offset                           = 0;      
+        # ds_tdl                           = 0;      
+    }  
   );
   modellist_rfsimu_2 = (
     {

ci-scripts/conf_files/gnb-cu.sa.band78.106prb.conf

@@ -40,7 +40,6 @@ gNBs =
 
     NETWORK_INTERFACES :
     {
-
         GNB_IPV4_ADDRESS_FOR_NG_AMF              = "192.168.71.150";
         GNB_IPV4_ADDRESS_FOR_NGU                 = "192.168.71.150";
         GNB_PORT_FOR_S1U                         = 2152; # Spec 2152

ci-scripts/conf_files/gnb.sa.band78.106prb.rfsim.2x2.conf

@@ -0,0 +1,332 @@
+Active_gNBs = ("gnb-rfsim");
+# Asn1_verbosity, choice in: none, info, annoying
+Asn1_verbosity = "none";
+
+e2_agent = {
+   enabled = "yes";
+   near_ric_ip_addr = "192.168.71.21";
+   near_ric_port = 36421;
+   sm_dir = "/usr/local/lib/flexric/";
+}
+
+gNBs =
+(
+ {
+    ////////// Identification parameters:
+    gNB_ID    =  0xe00;
+    gNB_name  =  "gnb-rfsim";
+
+    // Tracking area code, 0x0000 and 0xfffe are reserved values
+    tracking_area_code  =  1;
+    # plmn_list = ({ mcc = 001; mnc = 01; mnc_length = 2; snssaiList = ({ sst = 1; sd = 0x1; }) });
+    plmn_list = ({ mcc = 208; mnc = 99; mnc_length = 2; snssaiList = ({ sst = 1; sd = 0xffffff; }) });
+
+    nr_cellid = 12345678L;
+
+    ////////// Physical parameters:
+
+    pdsch_AntennaPorts_XP                                     = 2;
+    pusch_AntennaPorts                                        = 2;
+    do_CSIRS                                                  = 1;
+    do_SRS                                                    = 1;
+    min_rxtxtime = 6;
+
+    pdcch_ConfigSIB1 = (
+      {
+        controlResourceSetZero = 12;
+        searchSpaceZero = 0;
+      }
+    );
+
+    servingCellConfigCommon = (
+    {
+ #spCellConfigCommon
+
+      physCellId                                                    = 0;
+
+#  downlinkConfigCommon
+    #frequencyInfoDL
+      # this is 3300.60 MHz + 53*12*30e-3 MHz = 3319.68
+      absoluteFrequencySSB                                             = 621312; # 641280
+      dl_frequencyBand                                                 = 78;
+      # this is 3300.60 MHz
+      dl_absoluteFrequencyPointA                                       = 620040; # 640008
+      #scs-SpecificCarrierList
+        dl_offstToCarrier                                              = 0;
+# subcarrierSpacing
+# 0=kHz15, 1=kHz30, 2=kHz60, 3=kHz120
+        dl_subcarrierSpacing                                           = 1;
+        dl_carrierBandwidth                                            = 106;
+     #initialDownlinkBWP
+      #genericParameters
+        # this is RBstart=27,L=48 (275*(L-1))+RBstart
+        initialDLBWPlocationAndBandwidth                               = 12956; # 6366 12925 12956 28875 12952
+# subcarrierSpacing
+# 0=kHz15, 1=kHz30, 2=kHz60, 3=kHz120
+        initialDLBWPsubcarrierSpacing                                  = 1;
+      #pdcch-ConfigCommon
+        initialDLBWPcontrolResourceSetZero                             = 12;
+        initialDLBWPsearchSpaceZero                                    = 0;
+
+  #uplinkConfigCommon
+     #frequencyInfoUL
+      ul_frequencyBand                                              = 78;
+      #scs-SpecificCarrierList
+      ul_offstToCarrier                                             = 0;
+# subcarrierSpacing
+# 0=kHz15, 1=kHz30, 2=kHz60, 3=kHz120
+      ul_subcarrierSpacing                                          = 1;
+      ul_carrierBandwidth                                           = 106;
+      pMax                                                          = 20;
+     #initialUplinkBWP
+      #genericParameters
+        initialULBWPlocationAndBandwidth                            = 12956;
+# subcarrierSpacing
+# 0=kHz15, 1=kHz30, 2=kHz60, 3=kHz120
+        initialULBWPsubcarrierSpacing                               = 1;
+      #rach-ConfigCommon
+        #rach-ConfigGeneric
+          prach_ConfigurationIndex                                  = 98;
+#prach_msg1_FDM
+#0 = one, 1=two, 2=four, 3=eight
+          prach_msg1_FDM                                            = 0;
+          prach_msg1_FrequencyStart                                 = 0;
+          zeroCorrelationZoneConfig                                 = 12;
+          preambleReceivedTargetPower                               = -96;
+#preamblTransMax (0...10) = (3,4,5,6,7,8,10,20,50,100,200)
+          preambleTransMax                                          = 6;
+#powerRampingStep
+# 0=dB0,1=dB2,2=dB4,3=dB6
+        powerRampingStep                                            = 1;
+#ra_ReponseWindow
+#1,2,4,8,10,20,40,80
+        # ra_ResponseWindow                                           = 4;
+#ssb_perRACH_OccasionAndCB_PreamblesPerSSB_PR
+#1=oneeighth,2=onefourth,3=half,4=one,5=two,6=four,7=eight,8=sixteen
+        ssb_perRACH_OccasionAndCB_PreamblesPerSSB_PR                = 3;
+#oneHalf (0..15) 4,8,12,16,...60,64
+        ssb_perRACH_OccasionAndCB_PreamblesPerSSB                   = 15;
+#ra_ContentionResolutionTimer
+#(0..7) 8,16,24,32,40,48,56,64
+        ra_ContentionResolutionTimer                                = 7;
+        rsrp_ThresholdSSB                                           = 19;
+#prach-RootSequenceIndex_PR
+#1 = 839, 2 = 139
+        prach_RootSequenceIndex_PR                                  = 2;
+        prach_RootSequenceIndex                                     = 1;
+        # SCS for msg1, can only be 15 for 30 kHz < 6 GHz, takes precendence over the one derived from prach-ConfigIndex
+        #
+        msg1_SubcarrierSpacing                                      = 1,
+# restrictedSetConfig
+# 0=unrestricted, 1=restricted type A, 2=restricted type B
+        restrictedSetConfig                                         = 0,
+
+        msg3_DeltaPreamble                                          = 1;
+        p0_NominalWithGrant                                         =-90;
+
+# pucch-ConfigCommon setup :
+# pucchGroupHopping
+# 0 = neither, 1= group hopping, 2=sequence hopping
+        pucchGroupHopping                                           = 0;
+        hoppingId                                                   = 40;
+        p0_nominal                                                  = -70;
+# ssb_PositionsInBurs_BitmapPR
+# 1=short, 2=medium, 3=long
+      ssb_PositionsInBurst_PR                                       = 2;
+      ssb_PositionsInBurst_Bitmap                                   = 1;
+
+# ssb_periodicityServingCell
+# 0 = ms5, 1=ms10, 2=ms20, 3=ms40, 4=ms80, 5=ms160, 6=spare2, 7=spare1
+      ssb_periodicityServingCell                                    = 2;
+
+# dmrs_TypeA_position
+# 0 = pos2, 1 = pos3
+      dmrs_TypeA_Position                                           = 0;
+
+# subcarrierSpacing
+# 0=kHz15, 1=kHz30, 2=kHz60, 3=kHz120
+      subcarrierSpacing                                             = 1;
+
+
+  #tdd-UL-DL-ConfigurationCommon
+# subcarrierSpacing
+# 0=kHz15, 1=kHz30, 2=kHz60, 3=kHz120
+      referenceSubcarrierSpacing                                    = 1;
+      # pattern1
+      # dl_UL_TransmissionPeriodicity
+      # 0=ms0p5, 1=ms0p625, 2=ms1, 3=ms1p25, 4=ms2, 5=ms2p5, 6=ms5, 7=ms10
+      dl_UL_TransmissionPeriodicity                                 = 6;
+      nrofDownlinkSlots                                             = 7;
+      nrofDownlinkSymbols                                           = 6;
+      nrofUplinkSlots                                               = 2;
+      nrofUplinkSymbols                                             = 4;
+
+      ssPBCH_BlockPower                                             = -25;
+  }
+
+  );
+
+# Dedicated Serving Cell Configuration
+servingCellConfigDedicated = ({
+  # BWP-Downlink
+    # BWP 1 Configuration
+      dl_bwp-Id_1 = 1;
+      dl_bwp1_locationAndBandwidth = 28875; // RBstart=0, L=106 (40 MHz BW)
+      # subcarrierSpacing
+      # 0=kHz15, 1=kHz30, 2=kHz60, 3=kHz120
+      dl_bwp1_subcarrierSpacing = 1;
+
+    # BWP 2 Configuration
+      dl_bwp-Id_2 = 2;
+      dl_bwp2_locationAndBandwidth = 13750; // RBstart=0, L=51 (20 MHz BW)
+      # subcarrierSpacing
+      # 0=kHz15, 1=kHz30, 2=kHz60, 3=kHz120
+      dl_bwp2_subcarrierSpacing = 1;
+
+    # BWP 3 Configuration
+      dl_bwp-Id_3 = 3;
+      dl_bwp3_locationAndBandwidth = 6325; // RBstart=0, L=24 (10 MHz BW)
+      # subcarrierSpacing
+      # 0=kHz15, 1=kHz30, 2=kHz60, 3=kHz120
+      dl_bwp3_subcarrierSpacing = 1;
+
+    firstActiveDownlinkBWP-Id = 1;  #BWP-Id
+    defaultDownlinkBWP-Id     = 1;  #BWP-Id
+
+    # bwp-InactivityTimer                 ENUMERATED {ms2, ms3, ms4, ms5, ms6, ms8, ms10, ms20, ms30,
+    #                                                ms40,ms50, ms60, ms80,ms100, ms200,ms300, ms500,
+    #                                                ms750, ms1280, ms1920, ms2560, spare10, spare9, spare8,
+    #                                                spare7, spare6, spare5, spare4, spare3, spare2, spare1 }
+
+  # UplinkConfig
+    # BWP-Uplink
+      # BWP 1 Configuration
+        ul_bwp-Id_1 = 1;
+        ul_bwp1_locationAndBandwidth = 28875; // RBstart=0, L=106 (40 MHz BW)
+        # subcarrierSpacing
+        # 0=kHz15, 1=kHz30, 2=kHz60, 3=kHz120
+        ul_bwp1_subcarrierSpacing = 1;
+
+      # BWP 2 Configuration
+        ul_bwp-Id_2 = 2;
+        ul_bwp2_locationAndBandwidth = 13750; // RBstart=0, L=51 (20 MHz BW)
+        # subcarrierSpacing
+        # 0=kHz15, 1=kHz30, 2=kHz60, 3=kHz120
+        ul_bwp2_subcarrierSpacing = 1;
+
+      # BWP 3 Configuration
+        ul_bwp-Id_3 = 3;
+        ul_bwp3_locationAndBandwidth = 6325; // RBstart=0, L=24 (10 MHz BW)
+        # subcarrierSpacing
+        # 0=kHz15, 1=kHz30, 2=kHz60, 3=kHz120
+        ul_bwp3_subcarrierSpacing = 1;
+
+      firstActiveUplinkBWP-Id = 1;  #BWP-Id
+  }
+);
+
+    # ------- SCTP definitions
+    SCTP :
+    {
+        # Number of streams to use in input/output
+        SCTP_INSTREAMS  = 2;
+        SCTP_OUTSTREAMS = 2;
+    };
+
+
+    ////////// AMF parameters:
+    amf_ip_address = ({ipv4 = "192.168.71.132";});
+
+    NETWORK_INTERFACES :
+    {
+        GNB_IPV4_ADDRESS_FOR_NG_AMF              = "192.168.71.140";
+        GNB_IPV4_ADDRESS_FOR_NGU                 = "192.168.71.140";
+        GNB_PORT_FOR_S1U                         = 2152; # Spec 2152
+    };
+
+  }
+);
+
+MACRLCs = (
+{
+  num_cc                      = 1;
+  tr_s_preference             = "local_L1";
+  tr_n_preference             = "local_RRC";
+  #pusch_TargetSNRx10         = 150;
+  #pucch_TargetSNRx10         = 200;
+  ulsch_max_frame_inactivity  = 0;
+  dl_max_mcs                  = 16; # there are retransmissions if more
+}
+);
+
+L1s = (
+{
+  num_cc                = 1;
+  tr_n_preference       = "local_mac";
+  prach_dtx_threshold   = 120;
+  #pucch0_dtx_threshold = 120;
+}
+);
+
+RUs = (
+{
+  local_rf       = "yes"
+  nb_tx          = 2
+  nb_rx          = 2
+  att_tx         = 0
+  att_rx         = 0;
+  bands          = [78];
+  max_pdschReferenceSignalPower = -27;
+  max_rxgain                    = 75;
+  eNB_instances  = [0];
+  ##beamforming 1x2 matrix: 1 layer x 2 antennas
+  bf_weights = [0x00007fff, 0x0000];
+  #clock_src = "internal";
+  # sdr_addrs = "mgmt_addr=192.168.10.2,addr=192.168.10.2,clock_source=internal,time_source=internal"
+  sdr_addrs = "serial=XXXXXXX";
+}
+);
+
+THREAD_STRUCT = (
+{
+  #three config for level of parallelism "PARALLEL_SINGLE_THREAD", "PARALLEL_RU_L1_SPLIT", or "PARALLEL_RU_L1_TRX_SPLIT"
+  parallel_config    = "PARALLEL_SINGLE_THREAD";
+  #two option for worker "WORKER_DISABLE" or "WORKER_ENABLE"
+  worker_config      = "WORKER_ENABLE";
+}
+);
+
+rfsimulator :
+{
+  serveraddr = "server";
+};
+
+security = {
+  # preferred ciphering algorithms
+  # the first one of the list that an UE supports in chosen
+  # valid values: nea0, nea1, nea2, nea3
+  ciphering_algorithms = ( "nea0" );
+
+  # preferred integrity algorithms
+  # the first one of the list that an UE supports in chosen
+  # valid values: nia0, nia1, nia2, nia3
+  integrity_algorithms = ( "nia2", "nia0" );
+
+  # setting 'drb_ciphering' to "no" disables ciphering for DRBs, no matter
+  # what 'ciphering_algorithms' configures; same thing for 'drb_integrity'
+  drb_ciphering = "yes";
+  drb_integrity = "no";
+};
+
+log_config :
+{
+  global_log_level                      ="info";
+  hw_log_level                          ="info";
+  phy_log_level                         ="info";
+  mac_log_level                         ="info";
+  rlc_log_level                         ="info";
+  pdcp_log_level                        ="info";
+  rrc_log_level                         ="info";
+  ngap_log_level                        ="debug";
+  f1ap_log_level                        ="debug";
+};

ci-scripts/conf_files/gnb.sa.band78.106prb.rfsim.flexric.conf

@@ -150,12 +150,12 @@ gNBs =
     };
 
     ////////// AMF parameters:
-    amf_ip_address = ({ ipv4 = "192.168.70.132"; });
+    amf_ip_address = ({ ipv4 = "192.168.71.132"; });
 
     NETWORK_INTERFACES :
     {
-        GNB_IPV4_ADDRESS_FOR_NG_AMF              = "192.168.70.151";
+        GNB_IPV4_ADDRESS_FOR_NG_AMF              = "192.168.71.140";
-        GNB_IPV4_ADDRESS_FOR_NGU                 = "192.168.70.151";
+        GNB_IPV4_ADDRESS_FOR_NGU                 = "192.168.71.140";
         GNB_PORT_FOR_S1U                         = 2152; # Spec 2152
     };
 
@@ -169,6 +169,7 @@ MACRLCs = (
     tr_n_preference    = "local_RRC";
     pusch_TargetSNRx10 = 200;
     pucch_TargetSNRx10 = 200;
+    min_grant_prb = 1;
   }
 );
 
@@ -230,7 +231,7 @@ log_config : {
 };
 
 e2_agent = {
-  near_ric_ip_addr = "192.168.70.150";
+  near_ric_ip_addr = "192.168.71.21";
   #sm_dir = "/path/where/the/SMs/are/located/"
   sm_dir = "/usr/local/lib/flexric/"
 };

ci-scripts/conf_files/gnb.sa.band78.106prb.rfsim.yaml

@@ -1,5 +1,12 @@
 Active_gNBs:
  - gnb-rfsim
+
+e2_agent:
+  enabled: "yes"
+  near_ric_ip_addr: 192.168.71.21
+  e2ap_server_port: 36422
+  sm_dir: "/usr/local/lib/flexric/"
+  
 # Asn1_verbosity, choice in: none, info, annoying
 Asn1_verbosity: none
 gNBs:
@@ -139,13 +146,13 @@ gNBs:
       GNB_IPV4_ADDRESS_FOR_NGU: 192.168.71.140
       GNB_PORT_FOR_S1U: 2152 # Spec 2152
 
-
 MACRLCs:
   - num_cc: 1
     tr_s_preference: local_L1
     tr_n_preference: local_RRC
     pusch_TargetSNRx10: 200
     pucch_TargetSNRx10: 200
+    min_grant_prb: 5
     stats_max_ue: 17
 
 L1s:
@@ -193,6 +200,6 @@ log_config:
   mac_log_level: info
   rlc_log_level: info
   pdcp_log_level: info
-  rrc_log_level: info
+  rrc_log_level: debug
   ngap_log_level: debug
   f1ap_log_level: debug

ci-scripts/conf_files/gnb.sa.band78.273prb.rfsim.2x2.conf

@@ -1,7 +1,14 @@
-Active_gNBs = ( "gNB-OAI");
+Active_gNBs = ("gNB-OAI");
 # Asn1_verbosity, choice in: none, info, annoying
 Asn1_verbosity = "none";
 
+e2_agent = {
+   enabled = "yes";
+   near_ric_ip_addr = "192.168.71.21";
+   near_ric_port = 36421;
+   sm_dir = "/usr/local/lib/flexric/";
+}
+
 gNBs =
 (
  {
@@ -198,7 +205,7 @@ RUs = (
   max_rxgain                    = 75;
   eNB_instances  = [0];
   #clock_src = "internal";
-  sdr_addrs = "mgmt_addr=192.168.10.2,addr=192.168.10.2,clock_source=internal,time_source=internal"
+  # sdr_addrs = "mgmt_addr=192.168.10.2,addr=192.168.10.2,clock_source=internal,time_source=internal"
 }
 );
 
@@ -206,7 +213,7 @@ RUs = (
 rfsimulator :
 {
   serveraddr = "server";
-  serverport = 4043;
+  # serverport = 4043;
   options = (); #("saviq"); or/and "chanmod"
   modelname = "AWGN";
   IQfile = "/tmp/rfsimulator.iqs";

ci-scripts/conf_files/gnb.sa.band78.fr1.106PRB.usrpb210.4layer.conf

@@ -0,0 +1,279 @@
+Active_gNBs = ("gNB-Eurecom-5GNRBox");
+# Asn1_verbosity, choice in: none, info, annoying
+Asn1_verbosity = "none";
+
+e2_agent = {
+  enabled = "yes";
+  near_ric_ip_addr = "192.168.71.21";
+  sm_dir = "/usr/local/lib/flexric/"
+  e2ap_server_port: 36422
+};
+
+gNBs =
+(
+ {
+    ////////// Identification parameters:
+    gNB_ID    =  0xe00;
+    gNB_name  =  "gNB-Eurecom-5GNRBox";
+
+    // Tracking area code, 0x0000 and 0xfffe are reserved values
+    tracking_area_code  =  1;
+    plmn_list = ({ mcc = 208; mnc = 99; mnc_length = 2; snssaiList = ({ sst = 1 }) });
+
+    nr_cellid = 12345678L;
+
+    ////////// Physical parameters:
+
+    pdsch_AntennaPorts_XP = 2;
+    pdsch_AntennaPorts_N1 = 2;
+    pusch_AntennaPorts                                        = 4;
+
+    do_CSIRS                                                  = 1;
+    do_SRS                                                    = 1;
+
+    servingCellConfigCommon = (
+    {
+ #spCellConfigCommon
+
+      physCellId                                                    = 0;
+
+#  downlinkConfigCommon
+    #frequencyInfoDL
+      # this is 3600 MHz + 43 PRBs@30kHz SCS (same as initial BWP)
+      absoluteFrequencySSB                                             = 641280;
+      dl_frequencyBand                                                 = 78;
+      # this is 3600 MHz
+      dl_absoluteFrequencyPointA                                       = 640008;
+      #scs-SpecificCarrierList
+        dl_offstToCarrier                                              = 0;
+# subcarrierSpacing
+# 0=kHz15, 1=kHz30, 2=kHz60, 3=kHz120
+        dl_subcarrierSpacing                                           = 1;
+        dl_carrierBandwidth                                            = 106;
+     #initialDownlinkBWP
+      #genericParameters
+        # this is RBstart=27,L=48 (275*(L-1))+RBstart
+        initialDLBWPlocationAndBandwidth                               = 28875; # 6366 12925 12956 28875 12952
+# subcarrierSpacing
+# 0=kHz15, 1=kHz30, 2=kHz60, 3=kHz120
+        initialDLBWPsubcarrierSpacing                                   = 1;
+      #pdcch-ConfigCommon
+        initialDLBWPcontrolResourceSetZero                              = 12;
+        initialDLBWPsearchSpaceZero                                     = 0;
+
+  #uplinkConfigCommon
+     #frequencyInfoUL
+      ul_frequencyBand                                              = 78;
+      #scs-SpecificCarrierList
+      ul_offstToCarrier                                             = 0;
+# subcarrierSpacing
+# 0=kHz15, 1=kHz30, 2=kHz60, 3=kHz120
+      ul_subcarrierSpacing                                          = 1;
+      ul_carrierBandwidth                                           = 106;
+      pMax                                                          = 20;
+     #initialUplinkBWP
+      #genericParameters
+        initialULBWPlocationAndBandwidth                            = 28875;
+# subcarrierSpacing
+# 0=kHz15, 1=kHz30, 2=kHz60, 3=kHz120
+        initialULBWPsubcarrierSpacing                               = 1;
+      #rach-ConfigCommon
+        #rach-ConfigGeneric
+          prach_ConfigurationIndex                                  = 98;
+#prach_msg1_FDM
+#0 = one, 1=two, 2=four, 3=eight
+          prach_msg1_FDM                                            = 0;
+          prach_msg1_FrequencyStart                                 = 0;
+          zeroCorrelationZoneConfig                                 = 13;
+          preambleReceivedTargetPower                               = -96;
+#preamblTransMax (0...10) = (3,4,5,6,7,8,10,20,50,100,200)
+          preambleTransMax                                          = 6;
+#powerRampingStep
+# 0=dB0,1=dB2,2=dB4,3=dB6
+        powerRampingStep                                            = 1;
+#ra_ReponseWindow
+#1,2,4,8,10,20,40,80
+        ra_ResponseWindow                                           = 4;
+#ssb_perRACH_OccasionAndCB_PreamblesPerSSB_PR
+#1=oneeighth,2=onefourth,3=half,4=one,5=two,6=four,7=eight,8=sixteen
+        ssb_perRACH_OccasionAndCB_PreamblesPerSSB_PR                = 4;
+#oneHalf (0..15) 4,8,12,16,...60,64
+        ssb_perRACH_OccasionAndCB_PreamblesPerSSB                   = 14;
+#ra_ContentionResolutionTimer
+#(0..7) 8,16,24,32,40,48,56,64
+        ra_ContentionResolutionTimer                                = 7;
+        rsrp_ThresholdSSB                                           = 19;
+#prach-RootSequenceIndex_PR
+#1 = 839, 2 = 139
+        prach_RootSequenceIndex_PR                                  = 2;
+        prach_RootSequenceIndex                                     = 1;
+        # SCS for msg1, can only be 15 for 30 kHz < 6 GHz, takes precendence over the one derived from prach-ConfigIndex
+        #
+        msg1_SubcarrierSpacing                                      = 1,
+# restrictedSetConfig
+# 0=unrestricted, 1=restricted type A, 2=restricted type B
+        restrictedSetConfig                                         = 0,
+
+        msg3_DeltaPreamble                                          = 1;
+        p0_NominalWithGrant                                         =-90;
+
+# pucch-ConfigCommon setup :
+# pucchGroupHopping
+# 0 = neither, 1= group hopping, 2=sequence hopping
+        pucchGroupHopping                                           = 0;
+        hoppingId                                                   = 40;
+        p0_nominal                                                  = -90;
+# ssb_PositionsInBurs_BitmapPR
+# 1=short, 2=medium, 3=long
+      ssb_PositionsInBurst_PR                                       = 2;
+      ssb_PositionsInBurst_Bitmap                                   = 1;
+
+# ssb_periodicityServingCell
+# 0 = ms5, 1=ms10, 2=ms20, 3=ms40, 4=ms80, 5=ms160, 6=spare2, 7=spare1
+      ssb_periodicityServingCell                                    = 2;
+
+# dmrs_TypeA_position
+# 0 = pos2, 1 = pos3
+      dmrs_TypeA_Position                                           = 0;
+
+# subcarrierSpacing
+# 0=kHz15, 1=kHz30, 2=kHz60, 3=kHz120
+      subcarrierSpacing                                             = 1;
+
+
+  #tdd-UL-DL-ConfigurationCommon
+# subcarrierSpacing
+# 0=kHz15, 1=kHz30, 2=kHz60, 3=kHz120
+      referenceSubcarrierSpacing                                    = 1;
+      # pattern1
+      # dl_UL_TransmissionPeriodicity
+      # 0=ms0p5, 1=ms0p625, 2=ms1, 3=ms1p25, 4=ms2, 5=ms2p5, 6=ms5, 7=ms10
+      dl_UL_TransmissionPeriodicity                                 = 6;
+      nrofDownlinkSlots                                             = 7;
+      nrofDownlinkSymbols                                           = 6;
+      nrofUplinkSlots                                               = 2;
+      nrofUplinkSymbols                                             = 4;
+
+      ssPBCH_BlockPower                                             = -25;
+  }
+
+  );
+
+
+    # ------- SCTP definitions
+    SCTP :
+    {
+        # Number of streams to use in input/output
+        SCTP_INSTREAMS  = 2;
+        SCTP_OUTSTREAMS = 2;
+    };
+
+
+    ////////// AMF parameters:
+    amf_ip_address = ({ ipv4 = "192.168.70.132";});
+
+
+    NETWORK_INTERFACES :
+    {
+        GNB_IPV4_ADDRESS_FOR_NG_AMF              = "192.168.70.140/24";
+        GNB_IPV4_ADDRESS_FOR_NGU                 = "192.168.70.140/24";
+        GNB_PORT_FOR_S1U                         = 2152; # Spec 2152
+    };
+
+  }
+);
+
+MACRLCs = (
+    {
+        num_cc                      = 1;
+        tr_s_preference             = "local_L1";
+        tr_n_preference             = "local_RRC";
+        pusch_TargetSNRx10          = 150;
+        pucch_TargetSNRx10          = 200;
+    }
+);
+
+L1s = (
+    {
+	num_cc = 1;
+	tr_n_preference = "local_mac";
+	pusch_proc_threads = 8;
+	prach_dtx_threshold = 120;
+    pucch0_dtx_threshold = 150;
+    ofdm_offset_divisor = 8; #set this to UINT_MAX for offset 0
+    }
+);
+
+RUs = (
+    {
+       local_rf       = "yes"
+         nb_tx          = 4
+         nb_rx          = 4
+         att_tx         = 0
+         att_rx         = 0;
+         bands          = [78];
+         max_pdschReferenceSignalPower = -27;
+         max_rxgain                    = 114;
+         eNB_instances  = [0];
+         #beamforming 1x4 matrix:
+         bf_weights = [0x00007fff, 0x0000, 0x0000, 0x0000, 0x00000000, 0x00007fff, 0x0000, 0x0000, 0x0000, 0x0000, 0x00007fff, 0x0000, 0x0000, 0x0000, 0x0000, 0x00007fff];
+         clock_src = "internal";
+    }
+);
+
+THREAD_STRUCT = (
+  {
+    #three config for level of parallelism "PARALLEL_SINGLE_THREAD", "PARALLEL_RU_L1_SPLIT", or "PARALLEL_RU_L1_TRX_SPLIT"
+    parallel_config    = "PARALLEL_SINGLE_THREAD";
+    #two option for worker "WORKER_DISABLE" or "WORKER_ENABLE"
+    worker_config      = "WORKER_ENABLE";
+  }
+);
+
+rfsimulator :
+{
+    serveraddr = "server";
+    serverport = "4043";
+    options = (); #("saviq"); or/and "chanmod"
+    modelname = "AWGN";
+    IQfile = "/tmp/rfsimulator.iqs";
+};
+
+security = {
+  # preferred ciphering algorithms
+  # the first one of the list that an UE supports in chosen
+  # valid values: nea0, nea1, nea2, nea3
+  ciphering_algorithms = ( "nea0" );
+
+  # preferred integrity algorithms
+  # the first one of the list that an UE supports in chosen
+  # valid values: nia0, nia1, nia2, nia3
+  integrity_algorithms = ( "nia2", "nia0" );
+
+  # setting 'drb_ciphering' to "no" disables ciphering for DRBs, no matter
+  # what 'ciphering_algorithms' configures; same thing for 'drb_integrity'
+  drb_ciphering = "yes";
+  drb_integrity = "no";
+};
+
+     log_config :
+     {
+       global_log_level                      ="info";
+       global_log_verbosity                  ="medium";
+       hw_log_level                          ="info";
+       hw_log_verbosity                      ="medium";
+       phy_log_level                         ="info";
+       phy_log_verbosity                     ="medium";
+       mac_log_level                         ="info";
+       mac_log_verbosity                     ="high";
+       rlc_log_level                         ="info";
+       rlc_log_verbosity                     ="medium";
+       pdcp_log_level                        ="info";
+       pdcp_log_verbosity                    ="medium";
+       rrc_log_level                         ="info";
+       rrc_log_verbosity                     ="medium";
+       ngap_log_level                         ="info";
+       ngap_log_verbosity                     ="medium";
+    };
+
+@include "channelmod_rfsimu.conf"

ci-scripts/conf_files/gnb.sa.band78.fr1.106PRB.usrpb210.conf

@@ -0,0 +1,279 @@
+Active_gNBs = ( "gNB-OAI");
+# Asn1_verbosity, choice in: none, info, annoying
+Asn1_verbosity = "none";
+
+gNBs =
+(
+ {
+    ////////// Identification parameters:
+    gNB_ID    =  0xe00;
+    gNB_name  =  "gNB-OAI";
+
+    // Tracking area code, 0x0000 and 0xfffe are reserved values
+    tracking_area_code  =  1;
+    plmn_list = ({ mcc = 001; mnc = 01; mnc_length = 2; snssaiList = ({ sst = 1; }) });
+
+    nr_cellid = 12345678L;
+
+    ////////// Physical parameters:
+
+    pdsch_AntennaPorts_XP = 2;
+    pdsch_AntennaPorts_N1 = 1;
+    pusch_AntennaPorts                                        = 2;
+
+    do_CSIRS                                                  = 1;
+    do_SRS                                                    = 1;
+
+    servingCellConfigCommon = (
+    {
+ #spCellConfigCommon
+
+      physCellId                                                    = 0;
+
+#  downlinkConfigCommon
+    #frequencyInfoDL
+      # this is 3600 MHz + 43 PRBs@30kHz SCS (same as initial BWP)
+      absoluteFrequencySSB                                             = 641280;
+      dl_frequencyBand                                                 = 78;
+      # this is 3600 MHz
+      dl_absoluteFrequencyPointA                                       = 640008;
+      #scs-SpecificCarrierList
+        dl_offstToCarrier                                              = 0;
+# subcarrierSpacing
+# 0=kHz15, 1=kHz30, 2=kHz60, 3=kHz120
+        dl_subcarrierSpacing                                           = 1;
+        dl_carrierBandwidth                                            = 106;
+     #initialDownlinkBWP
+      #genericParameters
+        # this is RBstart=27,L=48 (275*(L-1))+RBstart
+        initialDLBWPlocationAndBandwidth                               = 28875; # 6366 12925 12956 28875 12952
+# subcarrierSpacing
+# 0=kHz15, 1=kHz30, 2=kHz60, 3=kHz120
+        initialDLBWPsubcarrierSpacing                                   = 1;
+      #pdcch-ConfigCommon
+        initialDLBWPcontrolResourceSetZero                              = 12;
+        initialDLBWPsearchSpaceZero                                     = 0;
+
+  #uplinkConfigCommon
+     #frequencyInfoUL
+      ul_frequencyBand                                              = 78;
+      #scs-SpecificCarrierList
+      ul_offstToCarrier                                             = 0;
+# subcarrierSpacing
+# 0=kHz15, 1=kHz30, 2=kHz60, 3=kHz120
+      ul_subcarrierSpacing                                          = 1;
+      ul_carrierBandwidth                                           = 106;
+      pMax                                                          = 20;
+     #initialUplinkBWP
+      #genericParameters
+        initialULBWPlocationAndBandwidth                            = 28875;
+# subcarrierSpacing
+# 0=kHz15, 1=kHz30, 2=kHz60, 3=kHz120
+        initialULBWPsubcarrierSpacing                               = 1;
+      #rach-ConfigCommon
+        #rach-ConfigGeneric
+          prach_ConfigurationIndex                                  = 98;
+#prach_msg1_FDM
+#0 = one, 1=two, 2=four, 3=eight
+          prach_msg1_FDM                                            = 0;
+          prach_msg1_FrequencyStart                                 = 0;
+          zeroCorrelationZoneConfig                                 = 13;
+          preambleReceivedTargetPower                               = -96;
+#preamblTransMax (0...10) = (3,4,5,6,7,8,10,20,50,100,200)
+          preambleTransMax                                          = 6;
+#powerRampingStep
+# 0=dB0,1=dB2,2=dB4,3=dB6
+        powerRampingStep                                            = 1;
+#ra_ReponseWindow
+#1,2,4,8,10,20,40,80
+        ra_ResponseWindow                                           = 4;
+#ssb_perRACH_OccasionAndCB_PreamblesPerSSB_PR
+#1=oneeighth,2=onefourth,3=half,4=one,5=two,6=four,7=eight,8=sixteen
+        ssb_perRACH_OccasionAndCB_PreamblesPerSSB_PR                = 4;
+#oneHalf (0..15) 4,8,12,16,...60,64
+        ssb_perRACH_OccasionAndCB_PreamblesPerSSB                   = 14;
+#ra_ContentionResolutionTimer
+#(0..7) 8,16,24,32,40,48,56,64
+        ra_ContentionResolutionTimer                                = 7;
+        rsrp_ThresholdSSB                                           = 19;
+#prach-RootSequenceIndex_PR
+#1 = 839, 2 = 139
+        prach_RootSequenceIndex_PR                                  = 2;
+        prach_RootSequenceIndex                                     = 1;
+        # SCS for msg1, can only be 15 for 30 kHz < 6 GHz, takes precendence over the one derived from prach-ConfigIndex
+        #
+        msg1_SubcarrierSpacing                                      = 1,
+# restrictedSetConfig
+# 0=unrestricted, 1=restricted type A, 2=restricted type B
+        restrictedSetConfig                                         = 0,
+
+        msg3_DeltaPreamble                                          = 1;
+        p0_NominalWithGrant                                         =-90;
+
+# pucch-ConfigCommon setup :
+# pucchGroupHopping
+# 0 = neither, 1= group hopping, 2=sequence hopping
+        pucchGroupHopping                                           = 0;
+        hoppingId                                                   = 40;
+        p0_nominal                                                  = -90;
+# ssb_PositionsInBurs_BitmapPR
+# 1=short, 2=medium, 3=long
+      ssb_PositionsInBurst_PR                                       = 2;
+      ssb_PositionsInBurst_Bitmap                                   = 1;
+
+# ssb_periodicityServingCell
+# 0 = ms5, 1=ms10, 2=ms20, 3=ms40, 4=ms80, 5=ms160, 6=spare2, 7=spare1
+      ssb_periodicityServingCell                                    = 2;
+
+# dmrs_TypeA_position
+# 0 = pos2, 1 = pos3
+      dmrs_TypeA_Position                                           = 0;
+
+# subcarrierSpacing
+# 0=kHz15, 1=kHz30, 2=kHz60, 3=kHz120
+      subcarrierSpacing                                             = 1;
+
+
+  #tdd-UL-DL-ConfigurationCommon
+# subcarrierSpacing
+# 0=kHz15, 1=kHz30, 2=kHz60, 3=kHz120
+      referenceSubcarrierSpacing                                    = 1;
+      # pattern1
+      # dl_UL_TransmissionPeriodicity
+      # 0=ms0p5, 1=ms0p625, 2=ms1, 3=ms1p25, 4=ms2, 5=ms2p5, 6=ms5, 7=ms10
+      dl_UL_TransmissionPeriodicity                                 = 6;
+      nrofDownlinkSlots                                             = 7;
+      nrofDownlinkSymbols                                           = 6;
+      nrofUplinkSlots                                               = 2;
+      nrofUplinkSymbols                                             = 4;
+
+      ssPBCH_BlockPower                                             = -25;
+  }
+
+  );
+
+
+    # ------- SCTP definitions
+    SCTP :
+    {
+        # Number of streams to use in input/output
+        SCTP_INSTREAMS  = 2;
+        SCTP_OUTSTREAMS = 2;
+    };
+
+
+    ////////// AMF parameters:
+    amf_ip_address      = ( { ipv4       = "192.168.70.132";
+                              ipv6       = "192:168:30::17";
+                              active     = "yes";
+                              preference = "ipv4";
+                            }
+                          );
+
+
+    NETWORK_INTERFACES :
+    {
+        GNB_INTERFACE_NAME_FOR_NG_AMF            = "demo-oai";
+        GNB_IPV4_ADDRESS_FOR_NG_AMF              = "192.168.70.129/24";
+        GNB_INTERFACE_NAME_FOR_NGU               = "demo-oai";
+        GNB_IPV4_ADDRESS_FOR_NGU                 = "192.168.70.129/24";
+        GNB_PORT_FOR_S1U                         = 2152; # Spec 2152
+    };
+
+  }
+);
+
+MACRLCs = (
+{
+  num_cc                      = 1;
+  tr_s_preference             = "local_L1";
+  tr_n_preference             = "local_RRC";
+  pusch_TargetSNRx10          = 150;
+  pucch_TargetSNRx10          = 200;
+  ulsch_max_frame_inactivity  = 0;
+  ul_max_mcs                  = 28;
+}
+);
+
+L1s = (
+{
+  num_cc = 1;
+  tr_n_preference       = "local_mac";
+  prach_dtx_threshold   = 120;
+  pucch0_dtx_threshold  = 100;
+  ofdm_offset_divisor   = 8; #set this to UINT_MAX for offset 0
+}
+);
+
+RUs = (
+{
+  local_rf       = "yes"
+  nb_tx          = 2
+  nb_rx          = 2
+  att_tx         = 12;
+  att_rx         = 12;
+  bands          = [78];
+  max_pdschReferenceSignalPower = -27;
+  max_rxgain                    = 114;
+  eNB_instances  = [0];
+  #beamforming 1x4 matrix:
+  # bf_weights = [0x00007fff, 0x0000, 0x0000, 0x00007fff];
+  clock_src = "internal";
+}
+);
+
+THREAD_STRUCT = (
+{
+  #three config for level of parallelism "PARALLEL_SINGLE_THREAD", "PARALLEL_RU_L1_SPLIT", or "PARALLEL_RU_L1_TRX_SPLIT"
+  parallel_config    = "PARALLEL_SINGLE_THREAD";
+  #two option for worker "WORKER_DISABLE" or "WORKER_ENABLE"
+  worker_config      = "WORKER_ENABLE";
+}
+);
+
+rfsimulator :
+{
+  serveraddr = "server";
+  serverport = "4043";
+  options = (); #("saviq"); or/and "chanmod"
+  modelname = "AWGN";
+  IQfile = "/tmp/rfsimulator.iqs";
+};
+
+security = {
+  # preferred ciphering algorithms
+  # the first one of the list that an UE supports in chosen
+  # valid values: nea0, nea1, nea2, nea3
+  ciphering_algorithms = ( "nea0" );
+
+  # preferred integrity algorithms
+  # the first one of the list that an UE supports in chosen
+  # valid values: nia0, nia1, nia2, nia3
+  integrity_algorithms = ( "nia2", "nia0" );
+
+  # setting 'drb_ciphering' to "no" disables ciphering for DRBs, no matter
+  # what 'ciphering_algorithms' configures; same thing for 'drb_integrity'
+  drb_ciphering = "yes";
+  drb_integrity = "no";
+};
+
+log_config :
+{
+  global_log_level                      ="info";
+  hw_log_level                          ="info";
+  phy_log_level                         ="info";
+  mac_log_level                         ="info";
+  rlc_log_level                         ="info";
+  pdcp_log_level                        ="info";
+  rrc_log_level                         ="info";
+  ngap_log_level                        ="debug";
+  f1ap_log_level                        ="debug";
+};
+
+e2_agent = {
+  near_ric_ip_addr = "127.0.0.1";
+  #sm_dir = "/path/where/the/SMs/are/located/"
+  sm_dir = "/usr/local/lib/flexric/"
+};
+
+@include "channelmod_rfsimu.conf"

ci-scripts/conf_files/gnb.sa.band78.fr1.106PRB.usrpb210_5gcn.conf

@@ -0,0 +1,273 @@
+Active_gNBs = ( "gNB-OAI");
+# Asn1_verbosity, choice in: none, info, annoying
+Asn1_verbosity = "none";
+
+e2_agent = {
+  enabled = "yes";
+  near_ric_ip_addr = "192.168.71.21";
+  sm_dir = "/usr/local/lib/flexric/"
+  e2ap_server_port: 36422
+};
+
+gNBs =
+(
+ {
+    ////////// Identification parameters:
+    gNB_ID    =  0xe00;
+    gNB_name  =  "gNB-OAI";
+
+    // Tracking area code, 0x0000 and 0xfffe are reserved values
+    tracking_area_code  =  1;
+    plmn_list = ({ mcc = 001; mnc = 01; mnc_length = 2; snssaiList = ({ sst = 1; }) });
+
+    nr_cellid = 12345678L;
+
+    ////////// Physical parameters:
+    pdsch_AntennaPorts_XP                                     = 2;
+    pdsch_AntennaPorts_N1                                     = 2;
+    pusch_AntennaPorts                                        = 2;
+
+    do_CSIRS                                                  = 1;
+    do_SRS                                                    = 1;
+
+    servingCellConfigCommon = (
+    {
+ #spCellConfigCommon
+
+      physCellId                                                    = 0;
+
+#  downlinkConfigCommon
+    #frequencyInfoDL
+      # this is 3600 MHz + 43 PRBs@30kHz SCS (same as initial BWP)
+      absoluteFrequencySSB                                             = 641280;
+      dl_frequencyBand                                                 = 78;
+      # this is 3600 MHz
+      dl_absoluteFrequencyPointA                                       = 640008;
+      #scs-SpecificCarrierList
+        dl_offstToCarrier                                              = 0;
+# subcarrierSpacing
+# 0=kHz15, 1=kHz30, 2=kHz60, 3=kHz120
+        dl_subcarrierSpacing                                           = 1;
+        dl_carrierBandwidth                                            = 106;
+     #initialDownlinkBWP
+      #genericParameters
+        # this is RBstart=27,L=48 (275*(L-1))+RBstart
+        initialDLBWPlocationAndBandwidth                               = 28875; # 6366 12925 12956 28875 12952
+# subcarrierSpacing
+# 0=kHz15, 1=kHz30, 2=kHz60, 3=kHz120
+        initialDLBWPsubcarrierSpacing                                   = 1;
+      #pdcch-ConfigCommon
+        initialDLBWPcontrolResourceSetZero                              = 12;
+        initialDLBWPsearchSpaceZero                                     = 0;
+
+  #uplinkConfigCommon
+     #frequencyInfoUL
+      ul_frequencyBand                                              = 78;
+      #scs-SpecificCarrierList
+      ul_offstToCarrier                                             = 0;
+# subcarrierSpacing
+# 0=kHz15, 1=kHz30, 2=kHz60, 3=kHz120
+      ul_subcarrierSpacing                                          = 1;
+      ul_carrierBandwidth                                           = 106;
+      pMax                                                          = 20;
+     #initialUplinkBWP
+      #genericParameters
+        initialULBWPlocationAndBandwidth                            = 28875;
+# subcarrierSpacing
+# 0=kHz15, 1=kHz30, 2=kHz60, 3=kHz120
+        initialULBWPsubcarrierSpacing                               = 1;
+      #rach-ConfigCommon
+        #rach-ConfigGeneric
+          prach_ConfigurationIndex                                  = 98;
+#prach_msg1_FDM
+#0 = one, 1=two, 2=four, 3=eight
+          prach_msg1_FDM                                            = 0;
+          prach_msg1_FrequencyStart                                 = 0;
+          zeroCorrelationZoneConfig                                 = 13;
+          preambleReceivedTargetPower                               = -96;
+#preamblTransMax (0...10) = (3,4,5,6,7,8,10,20,50,100,200)
+          preambleTransMax                                          = 6;
+#powerRampingStep
+# 0=dB0,1=dB2,2=dB4,3=dB6
+        powerRampingStep                                            = 1;
+#ra_ReponseWindow
+#1,2,4,8,10,20,40,80
+        ra_ResponseWindow                                           = 4;
+#ssb_perRACH_OccasionAndCB_PreamblesPerSSB_PR
+#1=oneeighth,2=onefourth,3=half,4=one,5=two,6=four,7=eight,8=sixteen
+        ssb_perRACH_OccasionAndCB_PreamblesPerSSB_PR                = 4;
+#oneHalf (0..15) 4,8,12,16,...60,64
+        ssb_perRACH_OccasionAndCB_PreamblesPerSSB                   = 14;
+#ra_ContentionResolutionTimer
+#(0..7) 8,16,24,32,40,48,56,64
+        ra_ContentionResolutionTimer                                = 7;
+        rsrp_ThresholdSSB                                           = 19;
+#prach-RootSequenceIndex_PR
+#1 = 839, 2 = 139
+        prach_RootSequenceIndex_PR                                  = 2;
+        prach_RootSequenceIndex                                     = 1;
+        # SCS for msg1, can only be 15 for 30 kHz < 6 GHz, takes precendence over the one derived from prach-ConfigIndex
+        #
+        msg1_SubcarrierSpacing                                      = 1,
+# restrictedSetConfig
+# 0=unrestricted, 1=restricted type A, 2=restricted type B
+        restrictedSetConfig                                         = 0,
+
+        msg3_DeltaPreamble                                          = 1;
+        p0_NominalWithGrant                                         =-90;
+
+# pucch-ConfigCommon setup :
+# pucchGroupHopping
+# 0 = neither, 1= group hopping, 2=sequence hopping
+        pucchGroupHopping                                           = 0;
+        hoppingId                                                   = 40;
+        p0_nominal                                                  = -90;
+# ssb_PositionsInBurs_BitmapPR
+# 1=short, 2=medium, 3=long
+      ssb_PositionsInBurst_PR                                       = 2;
+      ssb_PositionsInBurst_Bitmap                                   = 1;
+
+# ssb_periodicityServingCell
+# 0 = ms5, 1=ms10, 2=ms20, 3=ms40, 4=ms80, 5=ms160, 6=spare2, 7=spare1
+      ssb_periodicityServingCell                                    = 2;
+
+# dmrs_TypeA_position
+# 0 = pos2, 1 = pos3
+      dmrs_TypeA_Position                                           = 0;
+
+# subcarrierSpacing
+# 0=kHz15, 1=kHz30, 2=kHz60, 3=kHz120
+      subcarrierSpacing                                             = 1;
+
+
+  #tdd-UL-DL-ConfigurationCommon
+# subcarrierSpacing
+# 0=kHz15, 1=kHz30, 2=kHz60, 3=kHz120
+      referenceSubcarrierSpacing                                    = 1;
+      # pattern1
+      # dl_UL_TransmissionPeriodicity
+      # 0=ms0p5, 1=ms0p625, 2=ms1, 3=ms1p25, 4=ms2, 5=ms2p5, 6=ms5, 7=ms10
+      dl_UL_TransmissionPeriodicity                                 = 6;
+      nrofDownlinkSlots                                             = 7;
+      nrofDownlinkSymbols                                           = 6;
+      nrofUplinkSlots                                               = 2;
+      nrofUplinkSymbols                                             = 4;
+
+      ssPBCH_BlockPower                                             = -25;
+  }
+
+  );
+
+
+    # ------- SCTP definitions
+    SCTP :
+    {
+        # Number of streams to use in input/output
+        SCTP_INSTREAMS  = 2;
+        SCTP_OUTSTREAMS = 2;
+    };
+
+
+    ////////// AMF parameters:
+    amf_ip_address = ({ ipv4 = "192.168.71.132";});
+
+
+    NETWORK_INTERFACES :
+    {
+        GNB_IPV4_ADDRESS_FOR_NG_AMF              = "192.168.71.140/24";
+        GNB_IPV4_ADDRESS_FOR_NGU                 = "192.168.71.140/24";
+        GNB_PORT_FOR_S1U                         = 2152;
+    };
+
+  }
+);
+
+MACRLCs = (
+{
+  num_cc                      = 1;
+  tr_s_preference             = "local_L1";
+  tr_n_preference             = "local_RRC";
+  pusch_TargetSNRx10          = 150;
+  pucch_TargetSNRx10          = 200;
+  ulsch_max_frame_inactivity  = 0;
+  ul_max_mcs                  = 28;
+}
+);
+
+L1s = (
+{
+  num_cc = 1;
+  tr_n_preference       = "local_mac";
+  prach_dtx_threshold   = 120;
+  pucch0_dtx_threshold  = 100;
+  ofdm_offset_divisor   = 8; #set this to UINT_MAX for offset 0
+}
+);
+
+RUs = (
+{
+  local_rf       = "yes"
+  nb_tx          = 4
+  nb_rx          = 2
+  att_tx         = 12;
+  att_rx         = 12;
+  bands          = [78];
+  max_pdschReferenceSignalPower = -27;
+  max_rxgain                    = 114;
+  eNB_instances  = [0];
+  #beamforming 1x4 matrix:
+  # bf_weights = [0x00010000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00010000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00010000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00010000];
+  # bf_weights = [0x00007fff, 0x0000, 0x0000, 0x0000, 0x00000000, 0x00007fff, 0x0000, 0x0000, 0x0000, 0x0000, 0x00007fff, 0x0000, 0x0000, 0x0000, 0x0000, 0x00007fff];
+  clock_src = "internal";
+}
+);
+
+THREAD_STRUCT = (
+{
+  #three config for level of parallelism "PARALLEL_SINGLE_THREAD", "PARALLEL_RU_L1_SPLIT", or "PARALLEL_RU_L1_TRX_SPLIT"
+  parallel_config    = "PARALLEL_SINGLE_THREAD";
+  #two option for worker "WORKER_DISABLE" or "WORKER_ENABLE"
+  worker_config      = "WORKER_ENABLE";
+}
+);
+
+rfsimulator :
+{
+  serveraddr = "server";
+  serverport = "4043";
+  options = (); #("saviq"); or/and "chanmod"
+  modelname = "AWGN";
+  IQfile = "/tmp/rfsimulator.iqs";
+};
+
+security = {
+  # preferred ciphering algorithms
+  # the first one of the list that an UE supports in chosen
+  # valid values: nea0, nea1, nea2, nea3
+  ciphering_algorithms = ( "nea0" );
+
+  # preferred integrity algorithms
+  # the first one of the list that an UE supports in chosen
+  # valid values: nia0, nia1, nia2, nia3
+  integrity_algorithms = ( "nia2", "nia0" );
+
+  # setting 'drb_ciphering' to "no" disables ciphering for DRBs, no matter
+  # what 'ciphering_algorithms' configures; same thing for 'drb_integrity'
+  drb_ciphering = "yes";
+  drb_integrity = "no";
+};
+
+log_config :
+{
+  global_log_level                      ="info";
+  hw_log_level                          ="info";
+  phy_log_level                         ="info";
+  mac_log_level                         ="info";
+  rlc_log_level                         ="info";
+  pdcp_log_level                        ="info";
+  rrc_log_level                         ="info";
+  ngap_log_level                        ="debug";
+  f1ap_log_level                        ="debug";
+};
+
+@include "channelmod_rfsimu.conf"

ci-scripts/conf_files/nrue.band78.106prb.l2sim_1.conf

@@ -0,0 +1,52 @@
+log_config = {
+  global_log_level                      ="info";
+  hw_log_level                          ="info";
+  phy_log_level                         ="info";
+  mac_log_level                         ="info";
+  rlc_log_level                         ="info";
+  pdcp_log_level                        ="info";
+  rrc_log_level                         ="info";
+};
+
+uicc0 = {
+imsi = "001010000000002";
+key = "fec86ba6eb707ed08905757b1bb44b8f";
+opc= "C42449363BBAD02B66D16BC975D77CC1";
+dnn= "oai";
+nssai_sst=1;
+nssai_sd=16777215;
+}
+
+MACRLCs = (
+        {
+        num_cc = 1;
+        tr_n_preference = "nfapi";
+        local_n_if_name  = "eno1";
+        remote_n_address = "127.0.0.1"; //Proxy IP
+        local_n_address  = "127.0.0.1";
+        local_n_portc    = 50600;
+        remote_n_portc   = 50601;
+        local_n_portd    = 50610;
+        remote_n_portd   = 50611;
+        }
+);
+
+RUs = (
+{
+  local_rf       = "yes"
+  nb_tx          = 1
+  nb_rx          = 1
+  att_tx         = 5;
+  att_rx         = 5;
+  bands          = [78];
+  # max_pdschReferenceSignalPower = -27;
+  # max_rxgain                    = 114;
+  # eNB_instances  = [0];
+  #beamforming 1x4 matrix:
+  # bf_weights = [0x00010000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00010000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00010000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00010000];
+  # bf_weights = [0x00007fff, 0x0000, 0x0000, 0x0000, 0x00000000, 0x00007fff, 0x0000, 0x0000, 0x0000, 0x0000, 0x00007fff, 0x0000, 0x0000, 0x0000, 0x0000, 0x00007fff];
+  clock_src = "internal";
+}
+);
+
+@include "channelmod_rfsimu.conf"

ci-scripts/conf_files/nrue.band78.106prb.l2sim_2.conf

@@ -0,0 +1,34 @@
+log_config = {
+  global_log_level                      ="info";
+  hw_log_level                          ="info";
+  phy_log_level                         ="info";
+  mac_log_level                         ="info";
+  rlc_log_level                         ="info";
+  pdcp_log_level                        ="info";
+  rrc_log_level                         ="info";
+};
+
+uicc0 = {
+imsi = "001010000000001";
+key = "fec86ba6eb707ed08905757b1bb44b8f";
+opc= "C42449363BBAD02B66D16BC975D77CC1";
+dnn= "oai";
+nssai_sst=1;
+nssai_sd=16777215;
+}
+
+MACRLCs = (
+        {
+        num_cc = 1;
+        tr_n_preference = "nfapi";
+        local_n_if_name  = "eno1";
+        remote_n_address = "127.0.0.1"; //Proxy IP
+        local_n_address  = "127.0.0.1";
+        local_n_portc    = 50600;
+        remote_n_portc   = 50601;
+        local_n_portd    = 50610;
+        remote_n_portd   = 50611;
+        }
+);
+
+@include "channelmod_rfsimu.conf"

ci-scripts/conf_files/nrue.uicc.conf

@@ -1,5 +1,4 @@
-uicc0 = {
+uicc0 = { # imsi is omitted
-  imsi = "208990100001100";
   key = "fec86ba6eb707ed08905757b1bb44b8f";
   opc= "C42449363BBAD02B66D16BC975D77CC1";
   dnn= "oai";

ci-scripts/conf_files/nrue.uicc.yaml

@@ -4,6 +4,7 @@ uicc0:
   opc: C42449363BBAD02B66D16BC975D77CC1
   dnn: oai
   nssai_sst: 1
+  pdu_type: IPV4
 
 thread-pool: "-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1"
 
@@ -24,7 +25,7 @@ channelmod:
     - model_name: rfsimu_channel_ue0
       type: AWGN
       ploss_dB: 20
-      nose_power_dB: -2
+      noise_power_dB: -2
       forgetfact: 0
       offset: 0
       ds_tdl: 0

ci-scripts/yaml_files/5g_rfsimulator/conf/flexric.conf

@@ -0,0 +1,9 @@
+[NEAR-RIC]
+NEAR_RIC_IP = 192.168.71.21
+NEAR_RIC_PORT = 36422
+
+[XAPP]
+DB_DIR = /tmp/
+
+[LOG]
+LEVEL = debug

ci-scripts/yaml_files/5g_rfsimulator/conf/mini_nonrf_config.yaml

@@ -1,36 +1,3 @@
-################################################################################
-# Licensed to the OpenAirInterface (OAI) Software Alliance under one or more
-# contributor license agreements.  See the NOTICE file distributed with
-# this work for additional information regarding copyright ownership.
-# The OpenAirInterface Software Alliance licenses this file to You under
-# the OAI Public License, Version 1.1  (the "License"); you may not use this file
-# except in compliance with the License.
-# You may obtain a copy of the License at
-#
-#      http://www.openairinterface.org/?page_id=698
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# See the License for the specific language governing permissions and
-# limitations under the License.
-#-------------------------------------------------------------------------------
-# For more information about the OpenAirInterface (OAI) Software Alliance:
-#      contact@openairinterface.org
-################################################################################
-
-# OAI CN Configuration File
-### This file can be used by all OAI NFs
-### Some fields are specific to an NF and will be ignored by other NFs
-
-## NOTE ON YAML ANCHORS ##
-# We use YAML anchors to ease the configuration and to avoid duplicating parts of the configuration.
-# This is especially true for the SNSSAIs, as we have to define them for multiple NFs.
-# Please note that the use of anchors is not mandatory, and you can define the SNSSAI in each NF yourself.
-# You can read more about anchors here: https://yaml.org/spec/1.2.2/#anchors-and-aliases
-
-############# Common configuration
-
 # Log level for all the NFs
 log_level:
   general: debug
@@ -103,8 +70,8 @@ amf:
   # This really depends on if we want to keep the "mini" version or not
   support_features_options:
     enable_simple_scenario: yes # "no" by default with the normal deployment scenarios with AMF/SMF/UPF/AUSF/UDM/UDR/NRF.
-                               # set it to "yes" to use with the minimalist deployment scenario (including only AMF/SMF/UPF) by using the internal AUSF/UDM implemented inside AMF.
+                                # set it to "yes" to use with the minimalist deployment scenario (including only AMF/SMF/UPF) by using the internal AUSF/UDM implemented inside AMF.
-                               # There's no NRF in this scenario, SMF info is taken from "nfs" section.
+                                # There's no NRF in this scenario, SMF info is taken from "nfs" section.
     enable_nssf: no
     enable_smf_selection: no
   relative_capacity: 30

ci-scripts/yaml_files/5g_rfsimulator/conf/sql.cnf

@@ -0,0 +1,3 @@
+[mysqld]
+wait_timeout = 2
+interactive_timeout = 2

ci-scripts/yaml_files/5g_rfsimulator/exp.sh

@@ -0,0 +1,650 @@
+#!/bin/bash
+
+set -euo pipefail
+
+# --- UE profile map (index 0..10). 0-index kept for convenience ---
+# Initialize with "0" to denote no profile chosen.
+declare -a UE_PROFILE_MAP
+for i in {0..10}; do UE_PROFILE_MAP[$i]=0; done
+
+# ---------------------------[ Random / diurnal Mode ]----------------------------
+# UE scaler mode: 'random' (rapid random targets) or 'diurnal' (legacy cosine)
+UE_SCALER_MODE="${UE_SCALER_MODE:-random}"
+# Interval (sec) for scaler ticks
+UE_SCALER_INTERVAL_SEC="${UE_SCALER_INTERVAL_SEC:-30}"
+
+# -------------------------------[ Config ]------------------------------------
+
+ARTIFACT_DIR="/media/nakaolab-go/2nd/artifacts"
+mkdir -p "$ARTIFACT_DIR"
+
+POWER_LOG_FILE="${POWER_LOG_FILE:-$ARTIFACT_DIR/power_usage.csv}"
+CPU_PROXY_LOG_FILE="${CPU_PROXY_LOG_FILE:-$ARTIFACT_DIR/cpu_proxy.csv}"
+RRC_SINCE_STATE="${RRC_SINCE_STATE:-$ARTIFACT_DIR/.rrc_since}"
+
+# xApp (mac stats) container + path inside container
+STATS_CONTAINER="${STATS_CONTAINER:-xapp-chatgpt}"
+MAC_STATS_FILE_IN_CONTAINER="${MAC_STATS_FILE_IN_CONTAINER:-/tmp/mac_stats.log}"
+PDCP_STATS_FILE_IN_CONTAINER="${PDCP_STATS_FILE_IN_CONTAINER:-/tmp/pdcp_stats.log}"
+
+# Intervals (seconds)
+RRC_LOG_INTERVAL_SEC="${RRC_LOG_INTERVAL_SEC:-10}"
+POWER_LOG_INTERVAL_SEC="${POWER_LOG_INTERVAL_SEC:-5}"
+CPU_PROXY_INTERVAL_SEC="${CPU_PROXY_INTERVAL_SEC:-5}"
+
+# Docker compose helper
+DC_BIN=(docker compose)
+dc() { command "${DC_BIN[@]}" "$@"; }
+dc down -v --remove-orphans
+
+# Service names (override if your compose uses different ones)
+AMF_SERVICE="${AMF_SERVICE:-oai-amf}"
+UPF_SERVICE="${UPF_SERVICE:-oai-upf}"
+GNB_SERVICE="${GNB_SERVICE:-oai-gnb}"
+XAPP_SERVICE="${XAPP_SERVICE:-xapp-chatgpt}"
+
+# UE service name pattern (for discovery)
+UE_NAME_REGEX="${UE_NAME_REGEX:-^oai-nr-ue}"
+
+# Test controls
+TEST_MODE="${TEST_MODE:-0}"  # 1=manual profiles allowed (TEST_* honored); 0=auto
+TEST_UES="${TEST_UES:-}"
+TEST_PROFILES="${TEST_PROFILES:-}"            # profile name
+TEST_DURATION_SEC="${TEST_DURATION_SEC:-0}"  # 0 = run indefinitely
+
+# Diurnal scaling controls (normal mode only; ignored if TEST_UE is set)
+UE_MIN="${UE_MIN:-1}"              # Minimum number of UEs to keep connected
+UE_MAX="${UE_MAX:-10}"
+UE_PEAK_HOUR="${UE_PEAK_HOUR:-17}" # Local hour with peak load (0..23)
+UE_NOISE_FRAC="${UE_NOISE_FRAC:-0.15}" # ±fractional noise applied to target
+
+# -------------------------[ Power Model (mW) ]--------------------------------
+
+declare -A PWR_MW_PROFILE=(
+    [idle]=60            # screen on, modem camped, no transfers
+    [iot_chatty]=150     # tiny bursts, long sleeps
+    [browsing]=380       # short transfers with think-time
+    [voip]=520           # steady uplink/downlink small packets
+    [video]=850          # continuous DL; 720–1080p
+    [gaming]=950         # bursty DL + UL keepalives
+    [boring]=500         # for single PRB testing
+    [bulk_download]=1100 # sustained UL/DL at MCS ceiling
+)
+
+# -------------------------------[ Utils ]-------------------------------------
+
+ts_now() { date +%s; }
+ts_iso() { date -Is; }
+ts_tag() { date +%Y%m%d_%H%M%S; }
+log() { echo "[$(ts_iso)] $*"; }
+
+exec_safe() {
+    local svc="$1"; shift
+    dc exec -T "$svc" bash -lc "$*"
+}
+
+# -----------------------------[ Discovery ]-----------------------------------
+
+list_all_services() { dc config --services; }
+
+get_all_ue_services() { list_all_services | grep -E "${UE_NAME_REGEX}" || true; }
+
+get_core_services() {
+    # everything except UEs, gNB, xApp
+    list_all_services | grep -Ev "(${UE_NAME_REGEX}|^${GNB_SERVICE}$|^${XAPP_SERVICE}$)" || true
+}
+
+get_running_ues() {
+    dc ps --services --filter "status=running" \
+        | grep -E "${UE_NAME_REGEX}" || true
+}
+
+# -------------------------[ Readiness helpers ]-------------------------------
+
+svc_cid() { dc ps -q "$1"; }  # container id for a service
+
+wait_healthy() {
+    local svc="$1" timeout="${2:-60}"
+    local cid; cid="$(svc_cid "$svc")"
+    if [[ -z "$cid" ]]; then
+        log "wait_healthy: service '$svc' not running."
+        return 1
+    fi
+    local health
+    health="$(docker inspect -f '{{if .State.Health}}{{.State.Health.Status}}{{end}}' "$cid" 2>/dev/null || true)"
+    if [[ -z "$health" ]]; then
+        log "wait_healthy: no healthcheck for '$svc'; skipping."
+        return 0
+    fi
+    local start; start="$(ts_now)"
+    while :; do
+        health="$(docker inspect -f '{{.State.Health.Status}}' "$cid" 2>/dev/null || echo "")"
+        if [[ "$health" == "healthy" ]]; then
+            log "$svc is healthy."
+            return 0
+        fi
+        if (( $(ts_now) - start > timeout )); then
+            log "wait_healthy timeout for '$svc' (last='$health')."
+            return 1
+        fi
+        sleep 1
+    done
+}
+
+wait_log() {
+    local svc="$1" pat="$2" timeout="${3:-60}"
+    local cid; cid="$(svc_cid "$svc")"
+    if [[ -z "$cid" ]]; then
+        log "wait_log: service '$svc' not running."
+        return 1
+    fi
+    local start; start="$(ts_now)"
+    while :; do
+        if dc logs "$svc" --since=2m 2>&1 | grep -Eiq -- "$pat"; then
+            return 0
+        fi
+        if (( $(ts_now) - start > timeout )); then
+            log "wait_log timeout for '$svc' waiting '$pat'."
+            return 1
+        fi
+        sleep 1
+    done
+}
+
+get_container_ip() {
+    local cid; cid="$(svc_cid "$1")"
+    [[ -z "$cid" ]] && return 1
+    docker inspect -f '{{range .NetworkSettings.Networks}}{{.IPAddress}}{{end}}' "$cid"
+}
+
+# --------------------------[ Staged bring-up ]--------------------------------
+
+start_services_list() {
+    [[ $# -eq 0 ]] && return 0
+    dc up -d "$@" >/dev/null 2>&1
+}
+
+start_ue_list() {
+    [[ $# -eq 0 ]] && return 0
+    for svc in "$@"; do
+        log "Starting: $svc"
+        dc up -d "$svc" >/dev/null 2>&1
+    done
+}
+
+start_in_stages() {
+    # 1) CORE
+    mapfile -t core_svcs < <(get_core_services)
+    if [[ ${#core_svcs[@]} -gt 0 ]]; then
+        start_services_list "${core_svcs[@]}"
+    else
+        log "No CORE services to start."
+        exit 1
+    fi
+
+    # Ensure AMF is ready
+    wait_healthy "${AMF_SERVICE}" 15
+    wait_healthy "${UPF_SERVICE}" 15
+    # exec_safe "${UPF_SERVICE}" 'bash -lc "
+    #              set -e                 
+    #              sysctl -w net.ipv4.ip_forward=1
+    #              sysctl -w net.ipv4.conf.all.rp_filter=2
+    #              sysctl -w net.ipv4.conf.eth0.rp_filter=2
+    #              sysctl -w net.ipv4.conf.eth1.rp_filter=2
+    #              sysctl -w net.ipv4.conf.tun0.rp_filter=2
+                 
+    #              ip rule add pref 100 iif tun0 to 192.168.71.0/24 lookup 201 || true
+    #              ip route replace 192.168.71.0/24 dev eth0 table 201
+                 
+    #              ip rule add pref 200 iif tun0 lookup 200 || true
+    #              ip route replace 12.1.1.0/24 dev tun0 table 200
+    #              ip route replace default via 192.168.72.129 dev eth1 table 200
+                 
+    #              # UE -> DN (192.168.72.128/26) via eth1
+    #              iptables -t nat -C POSTROUTING -s 12.1.1.0/24 -d 192.168.72.128/26 -o eth1 -j MASQUERADE 2>/dev/null || \
+    #              iptables -t nat -A POSTROUTING -s 12.1.1.0/24 -d 192.168.72.128/26 -o eth1 -j MASQUERADE
+                 
+    #              # UE -> 192.168.71.0/24 via eth0
+    #              iptables -t nat -C POSTROUTING -s 12.1.1.0/24 -d 192.168.71.0/24 -o eth0 -j MASQUERADE 2>/dev/null || \
+    #              iptables -t nat -A POSTROUTING -s 12.1.1.0/24 -d 192.168.71.0/24 -o eth0 -j MASQUERADE
+    #              "'
+    wait_healthy oai-flexric 15
+    
+    # 2) gNB
+    start_services_list "${GNB_SERVICE}"
+    wait_log "${GNB_SERVICE}" "Received NGSetupResponse from AMF" 20
+
+    wait_log "${GNB_SERVICE}" "Transaction ID E2 SETUP-REQUEST 0 E2 SETUP-RESPONSE 0" 15
+
+    # 3) xApp
+    start_services_list "${XAPP_SERVICE}"
+    wait_healthy "${XAPP_SERVICE}" 15
+
+    # 4) UE(s)
+    # if [[ -n "${TEST_UE:-}" ]]; then
+    #     # Allow multiple UEs in TEST_UE (comma and/or space separated)
+    #     IFS=', ' read -r -a _ue_list <<< "${TEST_UE}"
+    #     start_services_list "${_ue_list[@]}"
+    #     for ue in "${_ue_list[@]}"; do
+    #         [[ -z "$ue" ]] && continue
+    #         if wait_oai_tun "$ue" 20; then
+    #             exec_safe "$ue" 'ip route replace default dev oaitun_ue1' || true
+    #             run_traffic_profile "$ue" "random" "0" || true
+    #         else
+    #             exit 1
+    #         fi
+    #     done
+    # else
+    #     # Initial diurnal target, then enforce UE count
+    #     local target; if [[ "${UE_SCALER_MODE}" == "diurnal" ]]; then target="$(calc_target_ue_count)"; else target="$(random_target_ue_count)"; fi
+    #     log "Initial diurnal target UE count: ${target}"
+    #     ensure_ue_count "$target"
+    # fi
+}
+
+# -------------------------[ Diurnal UE scaling ]------------------------------
+
+calc_target_ue_count() {
+    local total_ues="${UE_MAX:-}"
+    if [[ -z "$total_ues" ]]; then
+        total_ues="$(get_all_ue_services | wc -l | tr -d ' ')"
+    fi
+    local min="${UE_MIN:-1}"
+    if (( total_ues < min )); then total_ues="$min"; fi
+
+    local H M
+    H="$(date +%H)"; M="$(date +%M)"
+
+    # Compute target via cosine wave (peak at UE_PEAK_HOUR), then add noise and clamp
+    awk -v min="$min" -v max="$total_ues" -v peak="${UE_PEAK_HOUR:-14}" \
+        -v noise="${UE_NOISE_FRAC:-0.15}" -v H="$H" -v M="$M" 'BEGIN{
+    # time-of-day in days [0,1)
+    t = (H*60.0 + M)/1440.0
+    ph = peak/24.0
+    norm = (cos(2*3.141592653589793*(t - ph)) + 1)/2  # 0..1
+    base = min + norm*(max-min)
+
+    srand(); u = (rand()*2.0 - 1.0) * noise  # [-noise, +noise]
+    val = base * (1.0 + u)
+
+    if (val < min) val = min
+    if (val > max) val = max
+
+    # round to nearest integer
+    printf("%.0f\n", val)
+  }'
+}
+
+ensure_ue_count() {
+    local target="$1"
+
+    # Build arrays
+    mapfile -t all_ues < <(get_all_ue_services)
+    mapfile -t running < <(get_running_ues)
+
+    # Current and desired counts
+    local cur="${#running[@]}"
+
+    if (( cur == target )); then
+        log "UE scaler: already at target (${target})."
+        return 0
+    fi
+
+    # Set helpers for membership tests
+    declare -A IS_RUNNING=()
+    for u in "${running[@]}"; do IS_RUNNING["$u"]=1; done
+
+    # Determine non-running UEs
+    declare -a not_running=()
+    for u in "${all_ues[@]}"; do
+        [[ -z "${IS_RUNNING[$u]:-}" ]] && not_running+=("$u")
+    done
+
+    # Start more UEs if needed
+    if (( cur < target )); then
+        local need=$(( target - cur ))
+        log "UE scaler: need +${need} UEs (cur=${cur}, target=${target})."
+
+        if (( ${#not_running[@]} == 0 )); then
+            log "UE scaler: no available UEs to start."
+            return 0
+        fi
+        
+        local to_start=()
+        if command -v shuf >/dev/null 2>&1; then
+            mapfile -t to_start < <(printf '%s\n' "${not_running[@]}" | shuf -n "$need" || true)
+        else
+            to_start=("${not_running[@]:0:$need}")
+        fi
+        if (( ${#to_start[@]} > 0 )); then
+            start_ue_list "${to_start[@]}"
+            for ue in "${to_start[@]}"; do
+                if wait_log "$ue" "oaitun_ue1 successfully configured" 5 &&
+                        exec_safe "$ue" 'ip link show oaitun_ue1 >/dev/null 2>&1'; then
+                    exec_safe "$ue" 'ip route replace default dev oaitun_ue1'
+                    # run_traffic_profile "$ue" "$(choose_random_profile)" "0"
+                    run_traffic_profile "$ue" "boring"
+                else
+                    dc down -v "$ue" >/dev/null 2>&1 &
+                fi
+            done            
+        fi
+        return 0
+    fi
+
+    # Otherwise stop some UEs to shrink
+    local drop=$(( cur - target ))
+    log "UE scaler: need -${drop} UEs (cur=${cur}, target=${target})."
+    local to_stop=()
+    if command -v shuf >/dev/null 2>&1; then
+        mapfile -t to_stop < <(printf '%s\n' "${running[@]}" | shuf -n "$drop" || true)
+    else
+        to_stop=("${running[@]:0:$drop}")
+    fi
+    for ue in "${to_stop[@]}"; do
+        dc down -v "$ue" >/dev/null 2>&1 &
+    done
+    wait
+}
+
+# --------------------------[ UE traffic helpers ]-----------------------------
+
+PROFILES=(boring browsing video bulk_download voip iot_chatty gaming)
+choose_random_profile() {
+  if command -v shuf >/dev/null 2>&1; then
+    shuf -e "${PROFILES[@]}" -n1
+  else
+    idx=$(( RANDOM % ${#PROFILES[@]} ))
+    echo "${PROFILES[$idx]}"
+  fi
+}
+
+run_traffic_profile() {
+    local ue="$1" profile="$2"
+    
+    # Record selected profile for this UE into UE_PROFILE_MAP
+    if [[ "$ue" =~ ([0-9]+)$ ]]; then
+        __idx="${BASH_REMATCH[1]}"
+        UE_PROFILE_MAP[$__idx]="$profile"
+    fi
+    dc cp /home/nakaolab-go/OAI/openairinterface5g/tools/scripts/traffic_runner.sh "$ue":/tmp/traffic_runner.sh >/dev/null 2>&1
+    exec_safe "$ue" "bash -lc '
+                    prof=\$1;
+                    /tmp/traffic_runner.sh --profile \$prof &
+                    ' -- $profile"
+}
+
+# --------------------------[ RRC / MAC scraping ]-----------------------------
+
+rotate_stats_capture() {
+    local tag="${1:-}"
+    [[ -z "$tag" ]] && tag="$(ts_tag)"
+    if dc ps --services --filter "status=running" | grep -q "^${STATS_CONTAINER}$"; then
+        log "Rotating stats from ${STATS_CONTAINER}"
+        dc cp "${STATS_CONTAINER}:${MAC_STATS_FILE_IN_CONTAINER}" \
+           "${ARTIFACT_DIR}/mac_stats_${tag}.log" || true
+        dc cp "${STATS_CONTAINER}:${PDCP_STATS_FILE_IN_CONTAINER}" \
+           "${ARTIFACT_DIR}/pdcp_stats_${tag}.log" || true
+        # exec_safe "$STATS_CONTAINER" "> '${MAC_STATS_FILE_IN_CONTAINER}'"
+        # exec_safe "$STATS_CONTAINER" "> '${PDCP_STATS_FILE_IN_CONTAINER}'"
+    else
+        log "stats container ${STATS_CONTAINER} not running; skipping rotate"
+    fi
+}
+
+_since_arg_from_file() {
+    local f="$1"
+    local val
+    val="$(tr -d '[]\r\n' < "$f" 2>/dev/null || true)"
+    if [[ -n "$val" ]]; then
+        printf -- '--since=%s' "$val"
+    else
+        printf -- '--since=2m'
+    fi
+}
+
+dump_gnb_logs() {
+    local tag="$1"
+    dc logs "${GNB_SERVICE}" 2>&1 | grep -E "NR_RRC" > "${ARTIFACT_DIR}/gnb_rrc_${tag}.log"
+    dc logs "${GNB_SERVICE}" 2>&1 | grep -E "\[NR_MAC\] I Frame\.Slot|MAC:" > "${ARTIFACT_DIR}/gnb_${tag}.log"
+}
+
+# -----------------------------[ Power / CPU ]---------------------------------
+
+init_power_logs() {
+    if [[ ! -s "$POWER_LOG_FILE" ]]; then
+        echo "epoch,ue,profile,power_mW,dt_s,energy_mJ" > "$POWER_LOG_FILE"
+    fi
+    if [[ ! -s "$CPU_PROXY_LOG_FILE" ]]; then
+        echo "epoch,container,cpu_percent,mem_usage" > "$CPU_PROXY_LOG_FILE"
+    fi
+}
+
+profile_total_mw() {
+    local profile="$1"
+    echo "${PWR_MW_PROFILE[$profile]:-0}"
+}
+
+sample_power_once() {
+    local epoch="$(ts_now)"
+    local dt_s="${POWER_LOG_INTERVAL_SEC}"
+    
+    while IFS= read -r ue; do
+        [[ -z "$ue" ]] && continue
+        # Determine profile without container lock by consulting UE_PROFILE_MAP
+        local picked_profile picked_duration
+        if [[ "$ue" =~ ([0-9]+)$ ]]; then
+            __idx="${BASH_REMATCH[1]}"
+            picked_profile="${UE_PROFILE_MAP[$__idx]}"
+        fi
+        picked_duration=""
+
+        if [[ -z "$picked_profile" ]]; then
+            if [[ "${TEST_MODE}" -eq 1 ]]; then picked_profile="${TEST_PROFILE}"; else picked_profile="idle"; fi
+        fi
+
+        while [[ "$picked_profile" == -* ]]; do
+            picked_profile="${picked_profile#-}"
+        done
+        picked_profile="${picked_profile,,}"
+
+        local p_mw
+        p_mw="$(profile_total_mw "$picked_profile")"
+        : "${p_mw:=0}"
+
+        local energy_mJ=$(( p_mw * dt_s ))
+
+        echo "${epoch},${ue},${picked_profile},${p_mw},${dt_s},${energy_mJ}" >> "$POWER_LOG_FILE"
+    done < <(get_running_ues)
+}
+
+# --- CPU proxy: query docker stats by container ID and map back to service name ---
+cpu_proxy_once() {
+    local epoch="$(ts_now)"
+
+    # Build list of UE service names (same as container names)
+    declare -a SVC_LIST=()
+    while IFS= read -r svc; do
+        [[ -z "$svc" ]] && continue
+        SVC_LIST+=("$svc")
+    done < <(get_running_ues)
+
+    # Query docker stats by NAME and key 'seen' by NAME
+    local fmt='{{.Name}},{{.CPUPerc}},{{.MemUsage}}'
+    declare -A SEEN=()
+
+    while IFS=',' read -r name cpu mem; do
+        [[ -z "$name" ]] && continue
+        name="${name#/}"
+        SEEN["$name"]=1
+        cpu="${cpu%%%}"  # drop trailing '%'
+        echo "${epoch},${name},${cpu},${mem}" >> "$CPU_PROXY_LOG_FILE"
+    done < <(docker stats --no-stream --format "$fmt" "${SVC_LIST[@]}" 2>/dev/null || true)
+
+    # Any container absent from docker stats output → record zeros once
+    local svc
+    for svc in "${SVC_LIST[@]}"; do
+        if [[ -z "${SEEN[$svc]:-}" ]]; then
+            echo "${epoch},${svc},0,0" >> "$CPU_PROXY_LOG_FILE"
+        fi
+    done
+}
+
+rotate_csv_if_any() {
+    local src="$1" prefix="$2" tag="${3:-}"
+    [[ -z "$tag" ]] && tag="$(ts_tag)"
+    if [[ -s "$src" ]]; then
+        mv "$src" "${ARTIFACT_DIR}/${prefix}_${tag}.csv" || true
+        case "$prefix" in
+            power_usage) echo "epoch,ue,profile,power_mW,dt_s,energy_mJ" > "$src" ;;
+            cpu_proxy)   echo "epoch,container,cpu_percent,mem_usage" > "$src" ;;
+        esac
+    fi
+}
+
+finalize_and_rotate_artifacts() {
+    local tag; tag="$(ts_tag)"
+    rotate_stats_capture "$tag" || true
+    dump_gnb_logs "$tag" || true
+    rotate_csv_if_any "$POWER_LOG_FILE" "power_usage" "$tag"
+    rotate_csv_if_any "$CPU_PROXY_LOG_FILE" "cpu_proxy" "$tag"
+}
+
+# -------------------------------[ Signals ]-----------------------------------
+
+__SHUTTING_DOWN=0
+on_interrupt() {
+    if [[ "${__SHUTTING_DOWN}" -eq 1 ]]; then return; fi
+    __SHUTTING_DOWN=1
+    log "Signal received (INT/TERM); taking final samples and rotating artifacts…"
+    # One last sample tick
+    sample_power_once || true
+    cpu_proxy_once || true
+    # Rotate artifacts and clean up
+    finalize_and_rotate_artifacts
+    cleanup
+    # 130 is the conventional exit code for SIGINT
+    exit 130
+}
+
+# --------------------------------[ Cleanup ]----------------------------------
+
+cleanup() {
+    # Default: stop only UEs; keep infra up for inspection
+    log "Cleanup: stopping UE containers only"
+    while IFS= read -r ue; do
+        [[ -z "$ue" ]] && continue
+        dc down -v "$ue" >/dev/null 2>&1 &
+    done < <(dc ps --services | grep -E "${UE_NAME_REGEX}" || true)
+}
+
+# ---------------------------------[ Main ]------------------------------------
+
+random_target_ue_count() {
+    local cur="$(get_running_ues | wc -l | tr -d ' ')"
+    bias=$((RANDOM % 100))  # 0–99
+    if (( cur <= UE_MIN )); then
+        if (( bias < 70 )); then
+            delta=$(( (RANDOM % 3) + 1 ))    # +1..+3
+        else
+            delta=$(( RANDOM % 7 - 3 ))      # -3..+3
+        fi
+    elif (( cur >= UE_MAX )); then
+        if (( bias < 70 )); then
+            delta=$(( -((RANDOM % 3) + 1) )) # -1..-3
+        else
+            delta=$(( RANDOM % 7 - 3 ))      # -3..+3
+        fi
+    else # normal
+        delta=$(( RANDOM % 7 - 3 ))          # -3..+3
+    fi
+    local target=$((cur + delta))
+    if (( target < UE_MIN )); then
+        target="${UE_MIN}"
+    elif (( target > UE_MAX )); then
+        target="${UE_MAX}"
+    fi
+    
+    echo "$target"
+}
+
+main() {
+    trap on_interrupt INT TERM
+
+    init_power_logs
+
+    # Staged bring-up with readiness checks for both normal and TEST modes
+    start_in_stages
+
+    # Kick off traffic workload(s)
+    if [[ "${TEST_MODE}" -eq 1 ]]; then
+        log "TEST UE(S) ENABLED"
+        # Support multiple UEs (comma/space/newline separated)
+        read -r -a _ue_list <<< "$(tr ',\n' '  ' <<< "${TEST_UES}")"
+        read -r -a _ue_profiles <<< "$(tr ',\n' '  ' <<< "${TEST_PROFILES}")"
+        start_ue_list "${_ue_list[@]}"
+        for i in "${!_ue_list[@]}"; do
+            ue="${_ue_list[$i]}"
+            prof="${_ue_profiles[$i]}"
+            [[ -z "$ue" ]] && continue
+            if wait_log "$ue" "oaitun_ue1 successfully configured" 5 &&
+                    exec_safe "$ue" 'ip link show oaitun_ue1 >/dev/null 2>&1'; then
+                exec_safe "$ue" "ip route replace default dev oaitun_ue1"
+                run_traffic_profile "$ue" "$prof"
+            else
+                exit 1
+            fi
+        done
+    fi
+
+    # Optional finite duration for TEST mode
+    if [[ "${TEST_MODE}" -eq 1 && -n "${TEST_UE:-}" && "${TEST_DURATION_SEC:-0}" -gt 0 ]]; then
+        RUN_STOP_TS=$(( $(ts_now) + TEST_DURATION_SEC ))
+    fi
+
+    # Main sampling & scaling loop
+    local last_rrc="$(( $(ts_now) - RRC_LOG_INTERVAL_SEC ))"
+    local last_power="$(( $(ts_now) - POWER_LOG_INTERVAL_SEC ))"
+    local last_cpu="$(( $(ts_now) - CPU_PROXY_INTERVAL_SEC ))"
+    local last_scale="$(( $(ts_now) - UE_SCALER_INTERVAL_SEC ))"
+
+    log "Entering main loop (sampling + diurnal scaler)…"
+    while :; do
+        local now; now="$(ts_now)"
+
+        if (( now - last_power >= POWER_LOG_INTERVAL_SEC )); then
+            sample_power_once || true
+            last_power="$now"
+        fi
+
+        if (( now - last_cpu >= CPU_PROXY_INTERVAL_SEC )); then
+            cpu_proxy_once || true
+            last_cpu="$now"
+        fi
+
+        # Re-evaluate diurnal target (normal mode only)
+        if [[ "${TEST_MODE}" -eq 0 ]] && (( now - last_scale >= UE_SCALER_INTERVAL_SEC )); then
+            local target;
+            if [[ "${UE_SCALER_MODE}" == "diurnal" ]]; then
+                target="$(calc_target_ue_count)";
+            else
+                target="$(random_target_ue_count)";
+            fi
+            log "Scaler tick: target = ${target}"
+            ensure_ue_count "$target"
+            last_scale="$now"
+        fi
+
+        # TEST duration stop gate
+        if [[ -n "${RUN_STOP_TS:-}" && "$now" -ge "${RUN_STOP_TS}" ]]; then
+            log "TEST run reached duration (${TEST_DURATION_SEC}s); finalizing artifacts…"
+            finalize_and_rotate_artifacts
+            cleanup
+            exit 0
+        fi
+
+        sleep 1
+    done
+}
+
+main "$@"

ci-scripts/yaml_files/5g_rfsimulator/local-override-ue-gdb.yaml

@@ -1,6 +0,0 @@
-services:
-  oai-nr-ue:
-    privileged: true
-    stdin_open: true
-    tty: true
-    command: gdb --args /opt/oai-nr-ue/bin/nr-uesoftmodem -O /opt/oai-nr-ue/etc/nr-ue.conf -E --rfsim -r 106 --numerology 1 --uicc0.imsi 208990100001100 -C 3619200000 --rfsimulator.serveraddr 192.168.71.140 --log_config.global_log_options level,nocolor,time

ci-scripts/yaml_files/5g_rfsimulator/local-override.yaml

@@ -1,27 +0,0 @@
-include:
-  - ../local_common_overrides/build_images.yaml
-  - ../local_common_overrides/rebuild_nr_softmodems.yaml
-services:
-  oai-gnb:
-    privileged: true
-    depends_on:
-      rebuild-nr-softmodems:
-        condition: service_completed_successfully
-    volumes:
-      - ../../../cmake_targets/ran_build/build/nr-softmodem:/opt/oai-gnb/bin/nr-softmodem
-      - ../../../cmake_targets/ran_build/build/librfsimulator.so:/usr/local/lib/librfsimulator.so
-  oai-nr-ue:
-    privileged: true
-    image: ue-local
-    depends_on:
-      build-ran-build:
-        condition: service_completed_successfully
-        restart: true
-      oai-gnb:
-        condition: service_started
-      rebuild-nr-softmodems:
-        condition: service_completed_successfully
-    volumes:
-      - ../../../cmake_targets/ran_build/build/nr-uesoftmodem:/opt/oai-nr-ue/bin/nr-uesoftmodem
-      - ../../../cmake_targets/ran_build/build/librfsimulator.so:/usr/local/lib/librfsimulator.so 
-      - ../../../crashdumps/:/cores/

ci-scripts/yaml_files/5g_rfsimulator/memo.txt

@@ -0,0 +1,44 @@
+docker build -f docker/Dockerfile.gnb_e2 -t nakaolab:sep1 .
+
+O-RU and O-DU are connected via the Fronthaul (FH) interface.
+FH traffic is logically diviced into 4 planes:
+1. Control Plane which transports real-time slot configuration control messages
+2. User Plane which transports IQ samples data (amplitude and phase)
+3. Synchronization Plane transports timing information messages
+4. Management Plane carries non-real-time management operation messages
+
+C/U Plane messages are exchanged using the eCPRI protocol.
+
+The energy consumption of RU can be modeled as
+P = P_0 + P_RF + P_BB + P_PAM
+where
+P_0   : baseline components in the RU (fabric, ethernet, PCIe, etc.)
+P_RF  : a-to-d/d-to-a converters (ADC/DAC) and the freq up/down converters
+P_BB  : core digital processor (eFPGA) and the other low-PHY processing units
+        (e.g. beamforming) for each antenna chain
+P_PAM : power amplifier module (PAM) at each antenna chain
+
+The paper claims that components other than PAM are rather static (?)
+-> I guess the PAM is controlled by RF. Thus P_RF is the minimum amount of power
+   required to run RF.
+
+P_PAM = P_(PAM, 0) * P_(PAM, c)(r) * E_PAM * n_ant
+where
+P_(PAM, 0) : baseline power consumption that depends on the n of antennas,
+             ganging elements, and the maximum EIRP per antenna
+             * EIRP (Effective Isotropic Radiated Power) is the total power radiated
+             by an antenna in the direction of its maximum gain, referenced to an ideal isotropic radiator.
+P_(PAM, c)(r) : a factor that depends on _the amount of subcarriers to be amplified_,
+                which in turn depends on the n of RBs (r) carried therein
+E_PAM         : captures the efficiency of the amplifier to convert DC power into signal power gain
+n_ant         : n of radio chains (with ONE amplifier per radio chain)
+
+> This observation motivates the principle behind the solution we propose in this paper:
+  consolidate data into as few symbol periods as possible, using more radio resources per period instead.
+Since keeping PAM awake consumes more energy, it is better to send data in short bursts, where each burst
+utilizes more spectrum resources
+
+
+
+MIMO Muting
+

ci-scripts/yaml_files/5g_rfsimulator/plots.py

@@ -0,0 +1,144 @@
+#!/usr/bin/env python3
+"""
+UE Count Plotter
+----------------
+Parses log lines like:
+[2025-09-08 21:33:40.789676] UE RNTI=44512 ...
+Groups entries into 1-second slots (by wall-clock time) and plots the number of
+unique UEs (by RNTI) per slot for the entire file.
+
+Usage:
+  python ue_count_plot.py /path/to/log.txt [--save output.png] [--no-show]
+
+Notes:
+- Uses matplotlib for a single-line plot.
+- Does not set any colors or styles.
+- For very large logs, this streams line-by-line with O(N) memory in the number
+  of distinct seconds encountered (each holds a set of RNTIs).
+"""
+import argparse
+import datetime as dt
+import re
+import sys
+from collections import defaultdict, OrderedDict
+from typing import Dict, Set, Iterable, Tuple
+
+import matplotlib.pyplot as plt
+import matplotlib.dates as mdates
+
+
+TIMESTAMP_RE = re.compile(r"\[(?P<ts>\d{4}-\d{2}-\d{2} \d{2}:\d{2}:\d{2}(?:\.\d{1,6})?)\]")
+RNTI_RE = re.compile(r"\bRNTI=(?P<rnti>\d+)\b")
+
+
+def parse_lines(lines: Iterable[str]) -> Dict[dt.datetime, Set[int]]:
+    """
+    Parse lines and bucket unique RNTIs per second.
+
+    Returns:
+        dict mapping second (datetime truncated to seconds) -> set of RNTIs
+    """
+    buckets: Dict[dt.datetime, Set[int]] = defaultdict(set)
+
+    for line in lines:
+        ts_m = TIMESTAMP_RE.search(line)
+        rnti_m = RNTI_RE.search(line)
+        if not ts_m or not rnti_m:
+            # Skip lines that don't fit the schema
+            continue
+
+        ts_str = ts_m.group("ts")
+        # Parse timestamp with or without fractional seconds
+        # Accept both "%Y-%m-%d %H:%M:%S" and with "%f"
+        if "." in ts_str:
+            ts = dt.datetime.strptime(ts_str, "%Y-%m-%d %H:%M:%S.%f")
+        else:
+            ts = dt.datetime.strptime(ts_str, "%Y-%m-%d %H:%M:%S")
+
+        # Truncate to whole-second wall time
+        ts_minute = ts.replace(second=0, microsecond=0)
+        rnti = int(rnti_m.group("rnti"))
+        buckets[ts_minute].add(rnti)
+    return buckets
+
+
+def sort_and_fill(buckets: Dict[dt.datetime, Set[int]]) -> Tuple[list, list]:
+    """
+    Sorts buckets by time and fills missing seconds with zero counts.
+
+    Returns:
+        times (list[datetime]), counts (list[int])
+    """
+    if not buckets:
+        return [], []
+
+    # Sort keys
+    sorted_times = sorted(buckets.keys())
+    start = sorted_times[0]
+    end = sorted_times[-1]
+
+    all_times = []
+    counts = []
+
+    cur = start
+    one_sec = dt.timedelta(minutes=1)
+    while cur <= end:
+        all_times.append(cur)
+        counts.append(len(buckets.get(cur, set())))
+        cur += one_sec
+
+    return all_times, counts
+
+
+def plot_counts(times: list, counts: list, title: str = "Unique UEs per minute"):
+    """
+    Render a simple matplotlib line plot (no specific colors/styles set).
+    """
+    fig, ax = plt.subplots(figsize=(10, 4))
+    ax.plot(times, counts, linestyle="-")
+    ax.set_title(title)
+    ax.set_xlabel("Time (s)")
+    ax.set_ylabel("Unique UEs")
+    ax.xaxis.set_major_formatter(mdates.DateFormatter("%H:%M:%S"))
+    fig.autofmt_xdate()
+    plt.tight_layout()
+    return fig, ax
+
+
+def main():
+    parser = argparse.ArgumentParser(description="Plot unique UEs (by RNTI) per minute from a log file.")
+    parser.add_argument("--save", help="Optional path to save the plot image (e.g., output.png)")
+    parser.add_argument("--no-show", action="store_true", help="Do not display the plot window")
+    args = parser.parse_args()
+
+    # Read lines
+    try:
+        lines = open("artifacts/mac_stats_20250909_231855.log", "r", encoding="utf-8")
+    except OSError as e:
+        print(f"Error opening {args.logfile}: {e}", file=sys.stderr)
+        sys.exit(1)
+
+    buckets = parse_lines(lines)
+    if lines is not sys.stdin:
+        lines.close()
+
+    times, counts = sort_and_fill(buckets)
+    if not times:
+        print("No valid entries found to plot.", file=sys.stderr)
+        sys.exit(2)
+
+    fig, _ = plot_counts(times, counts)
+
+    if args.save:
+        try:
+            fig.savefig(args.save, dpi=150, bbox_inches="tight")
+            print(f"Saved plot to: {args.save}")
+        except Exception as e:
+            print(f"Failed to save figure: {e}", file=sys.stderr)
+
+    if not args.no_show:
+        plt.show()
+
+
+if __name__ == "__main__":
+    main()

ci-scripts/yaml_files/5g_rfsimulator/prediction.py

@@ -0,0 +1,772 @@
+from __future__ import annotations
+
+"""
+Memory-safe, drop-in refined version of prediction.py
+- Streams very large log files (no giant raw DataFrames)
+- Computes observed flags without large Python sets
+- Zero-copy feature audit (mask features on the fly)
+
+You can run this directly. Key differences from the original are marked with
+"STREAMING" and "ZERO-COPY" comments.
+"""
+
+import glob, os, re
+from collections import defaultdict
+from dataclasses import dataclass
+from datetime import datetime
+from pathlib import Path
+from typing import List, Tuple, Dict, Optional
+
+import numpy as np
+import pandas as pd
+import matplotlib.pyplot as plt
+import torch
+import torch.nn as nn
+from torch.utils.data import Dataset, DataLoader
+
+# ----------------------------
+# Utils
+# ----------------------------
+
+def set_seed(seed=42):
+    import random
+    random.seed(seed)
+    np.random.seed(seed)
+    torch.manual_seed(seed)
+    torch.cuda.manual_seed_all(seed)
+set_seed(42)
+
+
+def ensure_dir(p: Path):
+    p.mkdir(parents=True, exist_ok=True)
+    return p
+
+
+def _run_lengths(mask: np.ndarray):
+    """Return number of runs and their lengths (consecutive True segments)."""
+    if mask.sum() == 0:
+        return 0, np.array([], dtype=int)
+    m = mask.astype(bool)
+    dm = np.diff(np.concatenate(([False], m, [False])).astype(np.int8))
+    starts = np.where(dm == 1)[0]
+    ends   = np.where(dm == -1)[0]
+    lens = ends - starts
+    return len(lens), lens
+
+
+def report_underpredictions(
+    timestamps: pd.Series,
+    actual: np.ndarray,
+    pred: np.ndarray,
+    out_csv_path
+):
+    """
+    Save a per-minute CSV of under-predictions (pred < actual) and
+    return a dict of summary metrics.
+    """
+    actual = actual.astype("float64")
+    pred   = pred.astype("float64")
+
+    finite = np.isfinite(actual) & np.isfinite(pred)
+    if finite.sum() == 0:
+        return {
+            "n_pred_points": 0, "n_under": 0, "under_rate": np.nan,
+            "mae_under": np.nan, "sum_under": np.nan, "max_under": np.nan,
+            "p95_under": np.nan, "n_runs": 0, "avg_run": np.nan, "max_run": 0
+        }
+
+    under = finite & (pred < actual)
+    gap   = (actual - pred)  # positive when under
+    rel_gap = np.divide(gap, np.maximum(actual, 1e-9))
+
+    # summary metrics
+    n_pred = int(finite.sum())
+    n_under = int(under.sum())
+    under_rate = n_under / n_pred
+    if n_under > 0:
+        mae_under = float(gap[under].mean())
+        sum_under = float(gap[under].sum())
+        max_under = float(gap[under].max())
+        p95_under = float(np.percentile(gap[under], 95))
+        runs, lens = _run_lengths(under)
+        avg_run = float(lens.mean()) if runs > 0 else np.nan
+        max_run = int(lens.max()) if runs > 0 else 0
+    else:
+        mae_under = sum_under = max_under = p95_under = np.nan
+        runs = 0; avg_run = np.nan; max_run = 0
+
+    # write detailed CSV (only the under-predicted rows)
+    df = pd.DataFrame({
+        "timestamp": np.asarray(timestamps)[finite],
+        "actual": actual[finite],
+        "pred": pred[finite],
+        "under": (pred[finite] < actual[finite]),
+        "gap": gap[finite],
+        "rel_gap": rel_gap[finite],
+    })
+    df_under = df[df["under"]].drop(columns=["under"])
+    df_under.to_csv(out_csv_path, index=False)
+
+    return {
+        "n_pred_points": n_pred,
+        "n_under": n_under,
+        "under_rate": under_rate,
+        "mae_under": mae_under,
+        "sum_under": sum_under,
+        "max_under": max_under,
+        "p95_under": p95_under,
+        "n_runs": runs,
+        "avg_run": avg_run,
+        "max_run": max_run,
+    }
+
+# ----------------------------
+# Config
+# ----------------------------
+# NOTE: fixed missing comma in DATE_STRS
+DATE_STRS = ["20250828", "20250829"]   # train/eval days handled independently
+LOG_DIR = "artifacts"
+RESULT_DIR = Path("results")
+
+SEQ_LEN  = 45        # history length (minutes)
+PRED_LEN = 10        # forecast horizon (minutes)
+BATCH    = 256
+EPOCHS_FIRST = 4     # per-target epochs on the first day (you can raise)
+EPOCHS_NEXT  = 2     # per-target epochs on subsequent days
+LR = 1e-3
+
+ADD_TIME_OF_DAY = True   # add sin/cos time-of-day features
+
+# === Feature selection ===
+ENABLE_FEATURE_SELECTION = True
+AUDIT_DAY = DATE_STRS[0]
+FS_EPOCHS = max(2, min(3, EPOCHS_FIRST))     # quick audit training
+FS_IMPROVE_THRESH = 0.01                     # drop if masking improves val loss by >=1%
+FS_NOISE_BAND = 0.002                        # ignore micro-changes (<0.2%)
+
+DEVICE = torch.device("cuda" if torch.cuda.is_available() else "cpu")
+
+# Model targets
+TARGETS = ["num_ues", "traffic_load"]
+
+# Columns we aim to have per minute (some may be zero if not present)
+FOCUS_COLS = [
+    "num_ues","traffic_load","dl_prbs","ul_prbs","dl_sched_rbs","ul_sched_rbs",
+    "wb_cqi","dl_mcs1","ul_mcs1","pusch_snr","pucch_snr",
+    "dl_bler","ul_bler","bsr","phr",
+    "rrc_total","rrc_unique_rnti","rrc_setup_cpl","rrc_release",
+    "rrc_recfg","rrc_recfg_cpl","rrc_resume","rrc_paging"
+]
+
+# ----------------------------
+# Regex / Parsing
+# ----------------------------
+LOG_PATTERN_FULL = re.compile(
+    r"""\[
+        (?P<ts>.*?)\]
+        \s+UE\s+RNTI=(?P<rnti>\d+)
+        \s+DL_TBS=(?P<dl_tbs>\d+)
+        \s+UL_TBS=(?P<ul_tbs>\d+)
+        \s+DL_SDUs=(?P<dl_sdus>\d+)
+        \s+UL_SDUs=(?P<ul_sdus>\d+)
+        \s+DL_sched_RBs=(?P<dl_sched_rbs>\d+)
+        \s+UL_sched_RBs=(?P<ul_sched_rbs>\d+)
+        \s+DL_PRBs=(?P<dl_prbs>\d+)
+        \s+UL_PRBs=(?P<ul_prbs>\d+)
+        \s+DL_BLER=(?P<dl_bler>[\d.]+)
+        \s+UL_BLER=(?P<ul_bler>[\d.]+)
+        \s+PUSCH_SNR=(?P<pusch_snr>[\d.]+)
+        \s+PUCCH_SNR=(?P<pucch_snr>[\d.]+)
+        \s+WB_CQI=(?P<wb_cqi>\d+)
+        \s+DL_MCS1=(?P<dl_mcs1>\d+)
+        \s+UL_MCS1=(?P<ul_mcs1>\d+)
+        \s+DL_HARQ=(?P<dl_harq>\d+)
+        \s+UL_HARQ=(?P<ul_harq>\d+)
+        \s+BSR=(?P<bsr>\d+)
+        \s+PHR=(?P<phr>\d+)
+    """, re.VERBOSE,
+)
+RRC_PATTERNS: List[re.Pattern] = [
+    re.compile(r"\[(?P<ts>[^]]+)\].*RNTI=(?P<rnti>[0-9a-fA-F]+).*RRC[_ ]?MSG=(?P<msg>[A-Za-z_]+)", re.IGNORECASE),
+    re.compile(r"\[(?P<ts>[^]]+)\].*rrc[=:](?P<msg>[A-Za-z_]+).*rnti[=:](?P<rnti>[0-9a-fA-F]+)", re.IGNORECASE),
+    re.compile(r"\[(?P<ts>[^]]+)\].*(?P<msg>RRC[A-Za-z]+).*RNTI=(?P<rnti>[0-9a-fA-F]+)", re.IGNORECASE),
+    re.compile(r"\|\s*(?P<ts>\d{4}-\d{2}-\d{2}T\d{2}:\d{2}:\d{2}(?:\.\d+)?Z?).*?RNTI\s*(?P<rnti>[0-9a-fA-F]+)", re.IGNORECASE),
+]
+
+# ----------------------------
+# STREAMING: Per-minute aggregators without raw-frame concatenation
+# ----------------------------
+C_RNTI_MIN, C_RNTI_MAX = 0x003D, 0xFFFC
+
+@dataclass
+class _MACAgg:
+    dl_sdus_sum: float = 0.0; ul_sdus_sum: float = 0.0
+    dl_sched_rbs_sum: float = 0.0; ul_sched_rbs_sum: float = 0.0
+    dl_prbs_sum: float = 0.0; ul_prbs_sum: float = 0.0
+    dl_bler_sum: float = 0.0; ul_bler_sum: float = 0.0
+    pusch_snr_sum: float = 0.0; pucch_snr_sum: float = 0.0
+    wb_cqi_sum: float = 0.0; dl_mcs1_sum: float = 0.0; ul_mcs1_sum: float = 0.0
+    dl_harq_sum: float = 0.0; ul_harq_sum: float = 0.0
+    bsr_sum: float = 0.0; phr_sum: float = 0.0
+    count: int = 0
+    dl_bytes: int = 0; ul_bytes: int = 0
+    ues: Optional[set] = None
+
+
+def _floor_min(ts: datetime) -> pd.Timestamp:
+    return pd.Timestamp(ts).floor("min")
+
+
+def stream_mac_minutes(files: List[str]) -> pd.DataFrame:
+    if not files: return pd.DataFrame()
+    acc: Dict[pd.Timestamp, _MACAgg] = {}
+
+    for path in files:
+        with open(path, "r", errors="ignore") as f:
+            for line in f:
+                m = LOG_PATTERN_FULL.search(line)
+                if not m: continue
+                d = m.groupdict()
+                try:
+                    ts = datetime.fromisoformat(d["ts"])  # may raise
+                except Exception:
+                    continue
+                t = _floor_min(ts)
+                A = acc.get(t)
+                if A is None:
+                    A = _MACAgg(ues=set())
+                    acc[t] = A
+                # unique UE when real RNTI with any traffic
+                try:
+                    rnti_val = int(d["rnti"])  # MAC logs use decimal here
+                except Exception:
+                    rnti_val = -1
+                dl_tbs = int(d["dl_tbs"]); ul_tbs = int(d["ul_tbs"]) 
+                if (C_RNTI_MIN <= rnti_val <= C_RNTI_MAX) and (dl_tbs > 0 or ul_tbs > 0):
+                    A.ues.add(rnti_val)
+
+                # sums & bytes
+                A.dl_bytes += dl_tbs; A.ul_bytes += ul_tbs
+                A.dl_sdus_sum += int(d["dl_sdus"]); A.ul_sdus_sum += int(d["ul_sdus"])
+                A.dl_sched_rbs_sum += int(d["dl_sched_rbs"]); A.ul_sched_rbs_sum += int(d["ul_sched_rbs"])
+                A.dl_prbs_sum += int(d["dl_prbs"]); A.ul_prbs_sum += int(d["ul_prbs"])
+                A.dl_bler_sum += float(d["dl_bler"]); A.ul_bler_sum += float(d["ul_bler"])
+                A.pusch_snr_sum += float(d["pusch_snr"]); A.pucch_snr_sum += float(d["pucch_snr"])
+                A.wb_cqi_sum += int(d["wb_cqi"]); A.dl_mcs1_sum += int(d["dl_mcs1"]); A.ul_mcs1_sum += int(d["ul_mcs1"])
+                A.dl_harq_sum += int(d["dl_harq"]); A.ul_harq_sum += int(d["ul_harq"])
+                A.bsr_sum += int(d["bsr"]); A.phr_sum += int(d["phr"])
+                A.count += 1
+
+    if not acc: return pd.DataFrame()
+
+    rows = []
+    for t in sorted(acc.keys()):
+        A = acc[t]
+        c = max(1, A.count)
+        row = {
+            "timestamp": t,
+            "num_ues": len(A.ues) if A.ues is not None else 0,
+            "dl_bytes": A.dl_bytes,
+            "ul_bytes": A.ul_bytes,
+            "dl_sdus": A.dl_sdus_sum / c,
+            "ul_sdus": A.ul_sdus_sum / c,
+            "dl_sched_rbs": A.dl_sched_rbs_sum / c,
+            "ul_sched_rbs": A.ul_sched_rbs_sum / c,
+            "dl_prbs": A.dl_prbs_sum / c,
+            "ul_prbs": A.ul_prbs_sum / c,
+            "dl_bler": A.dl_bler_sum / c,
+            "ul_bler": A.ul_bler_sum / c,
+            "pusch_snr": A.pusch_snr_sum / c,
+            "pucch_snr": A.pucch_snr_sum / c,
+            "wb_cqi": A.wb_cqi_sum / c,
+            "dl_mcs1": A.dl_mcs1_sum / c,
+            "ul_mcs1": A.ul_mcs1_sum / c,
+            "dl_harq": A.dl_harq_sum / c,
+            "ul_harq": A.ul_harq_sum / c,
+            "bsr": A.bsr_sum / c,
+            "phr": A.phr_sum / c,
+            "traffic_load": A.dl_bytes + A.ul_bytes,
+            "mac_present": True,
+        }
+        rows.append(row)
+    out = pd.DataFrame(rows)
+    out.sort_values("timestamp", inplace=True)
+    return out
+
+
+RRC_FAM_COLS = ["rrc_conn_req","rrc_setup_cpl","rrc_recfg","rrc_recfg_cpl","rrc_reestab",
+                "rrc_release","rrc_resume","rrc_suspend","rrc_paging","rrc_other"]
+
+def canonical_rrc_family(msg: str | None) -> str:
+    if not msg: return "rrc_other"
+    m = msg.lower()
+    if "connectionrequest" in m or "connrequest" in m or "setupreq" in m: return "rrc_conn_req"
+    if "connectionsetupcomplete" in m or "setupcomplete" in m: return "rrc_setup_cpl"
+    if "reconfigurationcomplete" in m or "reconfigcomplete" in m: return "rrc_recfg_cpl"
+    if "reconfiguration" in m or "reconfig" in m: return "rrc_recfg"
+    if "reestablish" in m: return "rrc_reestab"
+    if "release" in m: return "rrc_release"
+    if "pag" in m: return "rrc_paging"
+    if "resume" in m: return "rrc_resume"
+    if "suspend" in m: return "rrc_suspend"
+    return "rrc_other"
+
+
+def stream_rrc_minutes(files: List[str]) -> pd.DataFrame:
+    if not files: return pd.DataFrame()
+    total = defaultdict(int)
+    unique = defaultdict(set)
+    fam = {c: defaultdict(int) for c in RRC_FAM_COLS}
+
+    for path in files:
+        with open(path, "r", errors="ignore") as f:
+            for line in f:
+                ts = rnti = msg = None
+                for pat in RRC_PATTERNS:
+                    m = pat.search(line)
+                    if m:
+                        gd = m.groupdict(); ts = gd.get("ts"); rnti = gd.get("rnti"); msg = gd.get("msg"); break
+                if not ts: continue
+                ts = ts.rstrip("Z")
+                try:
+                    t = _floor_min(datetime.fromisoformat(ts))
+                except ValueError:
+                    continue
+                total[t] += 1
+                fam_key = canonical_rrc_family(msg)
+                fam[fam_key][t] += 1
+                # unique per minute if we can parse rnti
+                rid = None
+                if rnti is not None:
+                    try:
+                        rid = int(rnti, 16) if any(c.isalpha() for c in rnti) else int(rnti, 10)
+                    except ValueError:
+                        pass
+                if rid is not None:
+                    unique[t].add(rid)
+
+    if not total: return pd.DataFrame()
+    minutes = sorted(total.keys())
+    data = {
+        "timestamp": minutes,
+        "rrc_total": [total[t] for t in minutes],
+        "rrc_unique_rnti": [len(unique[t]) if t in unique else 0 for t in minutes],
+        "rrc_present": [True] * len(minutes),
+    }
+    for c in RRC_FAM_COLS:
+        data[c] = [fam[c][t] if t in fam[c] else 0 for t in minutes]
+    out = pd.DataFrame(data)
+    return out
+
+# ----------------------------
+# Per-minute features (compat helpers kept for reference)
+# ----------------------------
+
+def full_minute_index(start, end):
+    return pd.date_range(start.floor("min"), end.ceil("min"), freq="1min")
+
+
+def add_time_of_day_feats(df: pd.DataFrame) -> pd.DataFrame:
+    if not ADD_TIME_OF_DAY: return df
+    out = df.copy()
+    m = out["timestamp"].dt.hour * 60 + out["timestamp"].dt.minute
+    out["tod_sin"] = np.sin(2*np.pi*m/1440.0).astype("float32")
+    out["tod_cos"] = np.cos(2*np.pi*m/1440.0).astype("float32")
+    return out
+
+# ----------------------------
+# STREAMING: Memory-safe build_day_features
+# ----------------------------
+
+def build_day_features(day: str) -> pd.DataFrame:
+    mac_files = glob.glob(os.path.join(LOG_DIR, f"mac_stats_{day}.log")) \
+              + glob.glob(os.path.join(LOG_DIR, f"mac_stats_{day}_*.log"))
+    rrc_files = glob.glob(os.path.join(LOG_DIR, f"rrc_messages_{day}.log")) \
+              + glob.glob(os.path.join(LOG_DIR, f"rrc_messages_{day}_*.log"))
+    mac_feat = stream_mac_minutes(mac_files)
+    rrc_feat = stream_rrc_minutes(rrc_files)
+    if mac_feat.empty and rrc_feat.empty:
+        raise SystemExit(f"[{day}] no parsable lines found")
+
+    # build the full per-minute index from whichever side exists
+    frames = [df for df in (mac_feat, rrc_feat) if not df.empty]
+    t_start = min(df["timestamp"].min() for df in frames)
+    t_end   = max(df["timestamp"].max() for df in frames)
+    idx = pd.date_range(t_start.floor("min"), t_end.ceil("min"), freq="1min")
+
+    # --- MAC side: reindex or fabricate skeleton if empty
+    if not mac_feat.empty:
+        mac_feat = (mac_feat.set_index("timestamp")
+                             .reindex(idx).fillna(0.0)
+                             .rename_axis("timestamp").reset_index())
+        mac_feat["mac_present"] = True
+    else:
+        mac_feat = pd.DataFrame({"timestamp": idx})
+        mac_feat["mac_present"] = False  # no MAC rows this minute
+
+    # --- RRC side: reindex or fabricate skeleton if empty
+    if not rrc_feat.empty:
+        rrc_feat = (rrc_feat.set_index("timestamp")
+                             .reindex(idx).fillna(0.0)
+                             .rename_axis("timestamp").reset_index())
+        rrc_feat["rrc_present"] = True
+    else:
+        rrc_feat = pd.DataFrame({"timestamp": idx})
+        # minimal set the rest of the code expects:
+        rrc_feat["rrc_total"] = 0.0
+        rrc_feat["rrc_unique_rnti"] = 0.0
+        for c in RRC_FAM_COLS:
+            rrc_feat[c] = 0.0
+        rrc_feat["rrc_present"] = False
+
+    # merge & flags
+    df = (mac_feat.merge(rrc_feat, on="timestamp", how="left")
+                  .fillna(0.0).reset_index(drop=True))
+    present_cols = []
+    if "mac_present" in df: present_cols.append(df["mac_present"].astype(bool))
+    if "rrc_present" in df: present_cols.append(df["rrc_present"].astype(bool))
+    df["observed"] = False if not present_cols else np.logical_or.reduce(present_cols)
+
+    # time-of-day & compact dtypes
+    if ADD_TIME_OF_DAY:
+        m = df["timestamp"].dt.hour * 60 + df["timestamp"].dt.minute
+        df["tod_sin"] = np.sin(2*np.pi*m/1440.0).astype("float32")
+        df["tod_cos"] = np.cos(2*np.pi*m/1440.0).astype("float32")
+    float64_cols = df.select_dtypes(include=["float64"]).columns
+    if len(float64_cols): df[float64_cols] = df[float64_cols].astype("float32")
+    return df
+
+# ----------------------------
+# Sequence dataset (streaming)
+# ----------------------------
+
+def valid_t_indices(observed: np.ndarray, seq_len: int, pred_len: int) -> np.ndarray:
+    """Return t indices where [t-seq_len, t+pred_len-1] are all observed=True."""
+    obs = observed.astype(np.uint8)
+    w = seq_len + pred_len
+    s = pd.Series(obs).rolling(w, min_periods=w).sum().to_numpy()
+    idx = []
+    for i in range(w - 1, len(obs)):
+        if s[i] == w:
+            t = i - pred_len + 1
+            if t >= seq_len:
+                idx.append(t)
+    return np.array(idx, dtype=np.int64)
+
+
+class TSWindowDataset(Dataset):
+    def __init__(self, values_norm: np.ndarray, t_indices: np.ndarray, seq_len: int, pred_len: int, tgt_idx: int):
+        self.V = values_norm
+        self.t_idx = t_indices
+        self.seq = seq_len
+        self.h   = pred_len
+        self.tgt = tgt_idx
+    def __len__(self): return len(self.t_idx)
+    def __getitem__(self, i):
+        t = self.t_idx[i]
+        x = self.V[t - self.seq : t, :]
+        y = self.V[t : t + self.h, self.tgt]
+        return torch.from_numpy(x), torch.from_numpy(y)
+
+# ----------------------------
+# LSTM model
+# ----------------------------
+class Seq2PointLSTM(nn.Module):
+    def __init__(self, input_size, hidden=128, layers=1, pred_len=PRED_LEN, dropout=0.0):
+        super().__init__()
+        self.lstm = nn.LSTM(input_size, hidden, layers, batch_first=True, dropout=dropout if layers>1 else 0.0)
+        self.fc   = nn.Linear(hidden, pred_len)
+    def forward(self, x):
+        enc, _ = self.lstm(x)
+        return self.fc(enc[:, -1, :])
+
+# ----------------------------
+# Train / Forecast per day
+# ----------------------------
+
+def prepare_day_matrix(day_df: pd.DataFrame, feat_cols_override: List[str] | None = None) -> Tuple[np.ndarray, np.ndarray, np.ndarray, np.ndarray, list]:
+    """Return values_norm, mu, sigma, observed, feature_names in a fixed order."""
+    base_cols = FOCUS_COLS + (["tod_sin","tod_cos"] if ADD_TIME_OF_DAY else [])
+    feat_cols = feat_cols_override if feat_cols_override is not None else base_cols
+
+    # ensure presence; if missing, create zeros
+    df = day_df.copy()
+    for c in feat_cols:
+        if c not in df.columns:
+            df[c] = 0.0
+
+    Xdf = df[feat_cols].astype("float32").copy()
+    observed = df["observed"].to_numpy()
+
+    obs_mask = observed.astype(bool)
+    mu = Xdf[obs_mask].mean(0).to_numpy(dtype=np.float32)
+    sigma = Xdf[obs_mask].std(0).to_numpy(dtype=np.float32) + 1e-8
+    values_norm = ((Xdf.to_numpy(dtype=np.float32) - mu) / sigma).astype(np.float32)
+    return values_norm, mu, sigma, observed.astype(np.bool_), feat_cols
+
+
+def build_dataloaders(values_norm: np.ndarray, observed: np.ndarray, feat_cols: list, target: str):
+    tgt_idx = feat_cols.index(target)
+    t_idx_all = valid_t_indices(observed, SEQ_LEN, PRED_LEN)
+    if len(t_idx_all) < 100:
+        raise RuntimeError(f"Not enough valid windows for {target} on this day.")
+    split = int(0.9 * len(t_idx_all))
+    t_tr, t_va = t_idx_all[:split], t_idx_all[split:]
+    ds_tr = TSWindowDataset(values_norm, t_tr, SEQ_LEN, PRED_LEN, tgt_idx)
+    ds_va = TSWindowDataset(values_norm, t_va, SEQ_LEN, PRED_LEN, tgt_idx)
+    dl_tr = DataLoader(ds_tr, batch_size=BATCH, shuffle=True, num_workers=0, pin_memory=True)
+    dl_va = DataLoader(ds_va, batch_size=BATCH, shuffle=False, num_workers=0, pin_memory=True)
+    return dl_tr, dl_va, tgt_idx
+
+
+def eval_val_loss(model: nn.Module, dl_va: DataLoader) -> float:
+    crit = nn.MSELoss()
+    was_training = model.training          # remember mode
+    model.eval()
+    with torch.no_grad():
+        tot = 0.0; n = 0
+        for xb, yb in dl_va:
+            xb = xb.to(DEVICE); yb = yb.to(DEVICE)
+            pred = model(xb)
+            tot += crit(pred, yb).item() * xb.size(0); n += xb.size(0)
+    if was_training:
+        model.train(True)                 # restore mode
+    return tot / max(1, n)
+
+
+def train_one_day(model: nn.Module, dl_tr: DataLoader, dl_va: DataLoader, epochs: int) -> float:
+    opt = torch.optim.Adam(model.parameters(), lr=LR)
+    crit = nn.MSELoss()
+    best_va = float("inf")
+
+    for _ in range(epochs):
+        model.train(True)
+        for xb, yb in dl_tr:
+            xb = xb.to(DEVICE); yb = yb.to(DEVICE)
+            opt.zero_grad()
+            pred = model(xb)
+            loss = crit(pred, yb)
+            loss.backward()
+            opt.step()
+
+        va = eval_val_loss(model, dl_va)
+        best_va = min(best_va, va)
+
+    return best_va
+
+
+def rolling_forecast_day(model: nn.Module, values_norm: np.ndarray, observed: np.ndarray,
+                         feat_cols: list, target: str, mu: np.ndarray, sigma: np.ndarray) -> np.ndarray:
+    tgt_idx = feat_cols.index(target)
+    N = values_norm.shape[0]
+    merged = np.full(N, np.nan, dtype=np.float32)
+    counts = np.zeros(N, dtype=np.float32)
+
+    t_idx_all = valid_t_indices(observed, SEQ_LEN, PRED_LEN)
+    model.eval()
+    with torch.no_grad():
+        for t in t_idx_all:
+            x = torch.from_numpy(values_norm[t-SEQ_LEN:t, :]).unsqueeze(0).to(DEVICE)
+            yhat = model(x).squeeze(0).cpu().numpy()  # normalized
+            yhat_dn = yhat * sigma[tgt_idx] + mu[tgt_idx]
+            for j, v in enumerate(yhat_dn):
+                i = t + j
+                if i < N:
+                    if np.isnan(merged[i]): merged[i] = 0.0
+                    merged[i] += v; counts[i] += 1.0
+    with np.errstate(invalid="ignore", divide="ignore"):
+        merged = np.divide(merged, counts, out=merged, where=counts > 0)
+    return merged
+
+# ----------------------------
+# ZERO-COPY: Feature selection (mask-on-the-fly)
+# ----------------------------
+
+def eval_val_loss_masked(model: nn.Module, dl_va: DataLoader, col_to_zero: Optional[int]) -> float:
+    crit = nn.MSELoss()
+    was_training = model.training
+    model.eval()
+    tot = 0.0; n = 0
+    with torch.no_grad():
+        for xb, yb in dl_va:
+            if col_to_zero is not None:
+                xb = xb.clone()
+                xb[:, :, col_to_zero] = 0.0
+            xb = xb.to(DEVICE); yb = yb.to(DEVICE)
+            pred = model(xb)
+            tot += crit(pred, yb).item() * xb.size(0); n += xb.size(0)
+    if was_training:
+        model.train(True)
+    return tot / max(1, n)
+
+
+def feature_audit_and_select(day_df: pd.DataFrame, target: str, base_cols: List[str]) -> Tuple[List[str], Dict[str, float]]:
+    """
+    Memory-safe audit:
+    - Train once on AUDIT_DAY (fast)
+    - For each feature, evaluate validation while zeroing that column on-the-fly
+      (no full matrix copies)
+    Returns (kept_features, deltas) where deltas[c] = (masked - base)/base.
+    """
+    print(f"[{AUDIT_DAY}] auditing features for target={target}...")
+    values_norm, mu, sigma, observed, feat_cols = prepare_day_matrix(day_df, feat_cols_override=base_cols)
+    dl_tr, dl_va, _ = build_dataloaders(values_norm, observed, feat_cols, target)
+
+    # Baseline model
+    model = Seq2PointLSTM(input_size=len(feat_cols), hidden=128, layers=1, pred_len=PRED_LEN).to(DEVICE)
+    base_va = train_one_day(model, dl_tr, dl_va, epochs=FS_EPOCHS)
+    print(f"[{AUDIT_DAY}] baseline val MSE (audit) ~ {base_va:.6f}")
+
+    deltas: Dict[str, float] = {}
+    for i, col in enumerate(feat_cols):
+        if col == target:
+            deltas[col] = 0.0
+            continue
+        va_mask = eval_val_loss_masked(model, dl_va, i)
+        delta = (va_mask - base_va) / max(1e-12, base_va)
+        deltas[col] = float(delta)
+
+    harmful = [c for c, d in deltas.items() if d <= -FS_IMPROVE_THRESH and c != target]
+    ignored = [c for c, d in deltas.items() if abs(d) < FS_NOISE_BAND and c != target]
+    if harmful:
+        print(f"[{AUDIT_DAY}] dropping harmful features (improve ≥{FS_IMPROVE_THRESH*100:.1f}%): {harmful}")
+    if ignored:
+        print(f"[{AUDIT_DAY}] (near-zero impact features): {ignored}")
+
+    kept = [c for c in feat_cols if (c == target or c not in harmful)]
+    print(f"[{AUDIT_DAY}] kept {len(kept)}/{len(feat_cols)} features")
+
+    top_help = sorted([(c, d) for c, d in deltas.items() if d < 0], key=lambda x: x[1])[:8]
+    top_hurt = sorted([(c, d) for c, d in deltas.items() if d > 0], key=lambda x: x[1], reverse=True)[:8]
+    def fmt(entries): return ", ".join([f"{c}:{d*100:+.1f}%" for c,d in entries]) if entries else "-"
+    print(f"[{AUDIT_DAY}] best removals (↓val): {fmt(top_help)}")
+    print(f"[{AUDIT_DAY}] worst removals (↑val): {fmt(top_hurt)}")
+
+    return kept, deltas
+
+# ----------------------------
+# Orchestration
+# ----------------------------
+
+def run_pipeline_for_target(target: str, feat_cols: List[str], run_tag: str, day_tables: Dict[str, pd.DataFrame]) -> Dict[str, float]:
+    """
+    Train across days (inheriting weights). Save plots & underpred CSVs.
+    Return dict of per-day best validation losses.
+    """
+    print(f"\n=== [{run_tag}] Target: {target} with {len(feat_cols)} features ===")
+    run_dir = ensure_dir(RESULT_DIR / run_tag)
+    val_losses: Dict[str, float] = {}
+    model = None
+
+    for k, day in enumerate(DATE_STRS):
+        print(f"[{day}] preparing data...")
+        df_day = day_tables[day]
+        values_norm, mu, sigma, observed, used_cols = prepare_day_matrix(df_day, feat_cols_override=feat_cols)
+        input_size = values_norm.shape[1]
+
+        if model is None:
+            model = Seq2PointLSTM(input_size=input_size, hidden=128, layers=1, pred_len=PRED_LEN).to(DEVICE)
+
+        dl_tr, dl_va, _ = build_dataloaders(values_norm, observed, used_cols, target)
+        epochs = EPOCHS_FIRST if k == 0 else EPOCHS_NEXT
+        print(f"[{day}] training ({epochs} epochs)...")
+        va = train_one_day(model, dl_tr, dl_va, epochs)
+        val_losses[day] = va
+        print(f"[{day}] best val MSE ~ {va:.6f}")
+
+        print(f"[{day}] forecasting...")
+        pred = rolling_forecast_day(model, values_norm, observed, used_cols, target, mu, sigma)
+        actual = df_day[target].astype("float32").to_numpy()
+
+        # Under-prediction report
+        csv_path = run_dir / f"{target}_underpred_{day}.csv"
+        metrics = report_underpredictions(
+            timestamps=df_day["timestamp"],
+            actual=actual,
+            pred=pred,
+            out_csv_path=csv_path
+        )
+        print(
+            f"[{day}] {target} under-predictions: "
+            f"{metrics['n_under']}/{metrics['n_pred_points']} "
+            f"({metrics['under_rate']*100:.1f}%)  | "
+            f"MAE_under={metrics['mae_under']:.3f}, "
+            f"sum_under={metrics['sum_under']:.3f}, "
+            f"max_under={metrics['max_under']:.3f}, "
+            f"p95_under={metrics['p95_under']:.3f}, "
+            f"runs={metrics['n_runs']}, avg_run={metrics['avg_run']:.2f} min, "
+            f"max_run={metrics['max_run']} min"
+        )
+        print("saved under-prediction CSV →", csv_path)
+
+        # Plot with under-prediction highlighting
+        plt.figure(figsize=(12,4))
+        plt.plot(actual, label=f"actual {target}", lw=1)
+        if np.isfinite(pred).any():
+            plt.plot(pred, label=f"forecast {target}", lw=2)
+            finite = np.isfinite(actual) & np.isfinite(pred)
+            under = finite & (pred < actual)
+            if under.any():
+                x = np.arange(len(actual))
+                pred_f = np.where(np.isfinite(pred), pred, actual)
+                plt.fill_between(x, pred_f, actual, where=under, alpha=0.15, color="red", label="under-predicted")
+        plt.title(f"{target} – {PRED_LEN}-min horizon (LSTM, day {day}) [{run_tag}]")
+        plt.xlabel("minutes (index within day)")
+        plt.ylabel(target); plt.grid(True); plt.legend()
+        outp = run_dir / f"{target}_forecast_{day}_lstm.png"
+        plt.tight_layout(); plt.savefig(outp); plt.close()
+        print("saved", outp)
+
+    return val_losses
+
+
+def summarize_comparison(target: str, losses_base: Dict[str, float], losses_pruned: Dict[str, float]):
+    days = sorted(losses_base.keys())
+    print(f"\n=== Comparison (target={target}) ===")
+    for d in days:
+        b, p = losses_base[d], losses_pruned[d]
+        delta = (p - b) / max(1e-12, b)
+        print(f"{d}: base={b:.6f} | pruned={p:.6f} | Δ={delta*100:+.2f}%")
+    b_mean = np.mean([losses_base[d] for d in days])
+    p_mean = np.mean([losses_pruned[d] for d in days])
+    d_mean = (p_mean - b_mean) / max(1e-12, b_mean)
+    print(f"Avg: base={b_mean:.6f} | pruned={p_mean:.6f} | Δ={d_mean*100:+.2f}%")
+
+
+def main():
+    ensure_dir(RESULT_DIR)
+    # Build per-day feature tables once (independently per day)
+    day_tables: Dict[str, pd.DataFrame] = {d: build_day_features(d) for d in DATE_STRS}
+
+    base_cols = FOCUS_COLS + (["tod_sin","tod_cos"] if ADD_TIME_OF_DAY else [])
+
+    for target in TARGETS:
+        # 1) Baseline full-feature run
+        losses_base = run_pipeline_for_target(target, feat_cols=base_cols, run_tag="baseline", day_tables=day_tables)
+
+        # 2) Audit and select (on AUDIT_DAY) then re-run with pruned set
+        if ENABLE_FEATURE_SELECTION:
+            kept_cols = base_cols
+            kept_map = {}
+            try:
+                kept_cols, deltas = feature_audit_and_select(day_tables[AUDIT_DAY], target, base_cols)
+                kept_map = deltas
+            except Exception as e:
+                print(f"[WARN] feature audit failed ({e}); proceeding without pruning.")
+            losses_pruned = run_pipeline_for_target(target, feat_cols=kept_cols, run_tag="pruned", day_tables=day_tables)
+
+            # 3) Summarize before/after
+            summarize_comparison(target, losses_base, losses_pruned)
+
+            # Save audit table
+            audit_path = ensure_dir(RESULT_DIR / "pruned") / f"{target}_feature_audit_{AUDIT_DAY}.csv"
+            if kept_map:
+                pd.DataFrame(
+                    [{"feature": c, "delta_val_pct": 100.0 * kept_map[c], "dropped": (c not in kept_cols)} for c in kept_map]
+                ).sort_values("delta_val_pct").to_csv(audit_path, index=False)
+                print("saved feature audit →", audit_path)
+        else:
+            print("[INFO] Feature selection disabled; only baseline run executed.")
+
+if __name__ == "__main__":
+    main()

cmake_targets/tools/build_helper

@@ -278,7 +278,7 @@ check_install_usrp_uhd_driver(){
             x=$((x + 1))
         done
         $SUDO apt-get update
-        $SUDO apt-get -y install python-tk  $boost_libs_ubuntu libusb-1.0-0-dev
+        $SUDO apt-get -y install python3-tk  $boost_libs_ubuntu libusb-1.0-0-dev
         case "$(get_distribution_release)" in
           "ubuntu20.04" | "ubuntu22.04")
             $SUDO apt-get -y install libuhd-dev libuhd4.5.0 uhd-host

common/platform_constants.h

@@ -83,8 +83,8 @@
 #define MAX_NUM_SLICES 1024
 
 // RLC Entity
-#define RLC_TX_MAXSIZE       10000000
+#define RLC_TX_MAXSIZE       100000000
-#define RLC_RX_MAXSIZE       10000000
+#define RLC_RX_MAXSIZE       100000000
 #define SEND_MRW_ON 240
 #define MAX_ANT 8
 // CBA constant

docker/Dockerfile.base.ubuntu

@@ -1,40 +1,11 @@
-#/*
-# * Licensed to the OpenAirInterface (OAI) Software Alliance under one or more
-# * contributor license agreements.  See the NOTICE file distributed with
-# * this work for additional information regarding copyright ownership.
-# * The OpenAirInterface Software Alliance licenses this file to You under
-# * the OAI Public License, Version 1.1  (the "License"); you may not use this file
-# * except in compliance with the License.
-# * You may obtain a copy of the License at
-# *
-# *      http://www.openairinterface.org/?page_id=698
-# *
-# * Unless required by applicable law or agreed to in writing, software
-# * distributed under the License is distributed on an "AS IS" BASIS,
-# * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# * See the License for the specific language governing permissions and
-# * limitations under the License.
-# *-------------------------------------------------------------------------------
-# * For more information about the OpenAirInterface (OAI) Software Alliance:
-# *      contact@openairinterface.org
-# */
-#---------------------------------------------------------------------
-#
-# Dockerfile for the Open-Air-Interface BUILD service
-#   Valid for Ubuntu 24.04
-#
-#---------------------------------------------------------------------
-
-
 FROM ubuntu:noble AS ran-base
 ARG NEEDED_GIT_PROXY
 ARG TARGETARCH
 ENV DEBIAN_FRONTEND=noninteractive
-ENV TZ=Europe/Paris
+ENV TZ=Asia/Tokyo
 ENV BUILD_UHD_FROM_SOURCE=True
-ENV UHD_VERSION=4.8.0.0
+ENV UHD_VERSION=4.4.0.0
 
-#install developers pkg/repo
 RUN apt-get update && \
     apt-get upgrade --yes && \
     apt-get install --yes \
@@ -49,21 +20,16 @@ RUN apt-get update && \
        bison \
        flex \
        m4 \
-       # python3-pip for conf template generation
-       python3-pip \
        wget && \
     # --break-system-packages allows externally managed environment in pip 
     pip3 install --ignore-installed pyyaml --break-system-packages
 
-# Add "Tini - A tiny but valid init for containers", https://github.com/krallin/tini
-# it will be copied into target containers, to print exit numbers and handle signals properly
 ENV TINI_VERSION=v0.19.0
-RUN wget https://github.com/krallin/tini/releases/download/${TINI_VERSION}/tini-${TARGETARCH} -O /tini && chmod +x /tini
+RUN wget https://github.com/krallin/tini/releases/download/${TINI_VERSION}/tini-${TARGETARCH} -O /tini
+RUN chmod +x /tini
 
-# In some network environments, GIT proxy is required
 RUN /bin/bash -c "if [[ -v NEEDED_GIT_PROXY ]]; then git config --global http.proxy $NEEDED_GIT_PROXY; fi"
 
-# Copying only the needed files to create ran-base
 WORKDIR /oai-ran/cmake_targets/tools
 COPY cmake_targets/tools/build_helper \
      cmake_targets/tools/uhd-4.x-tdd-patch.diff \

docker/Dockerfile.nakaolab.oct29

@@ -0,0 +1,56 @@
+FROM ran-base:latest AS ran-build
+ARG BUILD_OPTION
+
+RUN rm -Rf /oai-ran
+WORKDIR /oai-ran
+COPY . .
+
+# build all targets so final targets can be created afterwards
+RUN /bin/sh oaienv && \
+    cd cmake_targets && \
+    mkdir -p log && \
+    ./build_oai -c --ninja \
+      --gNB --RU --nrUE -w SIMU\
+      --build-lib "telnetsrv enbscope uescope nrscope" \
+      -w USRP -t Ethernet \
+      --build-e2 --cmake-opt -DKPM_VERSION=KPM_V2_03 --cmake-opt -DE2AP_VERSION=E2AP_V2 \
+      --noavx512 \
+      --build-tool-opt -k10 \
+      --cmake-opt -DCMAKE_C_FLAGS="-Werror" --cmake-opt -DCMAKE_CXX_FLAGS="-Werror" $BUILD_OPTION && \
+    echo "---- ldd on executables ----" && \
+    ldd ran_build/build/*softmodem* ran_build/build/nr-cuup ran_build/build/oairu && \
+    echo "---- ldd on shared libraries ----" && \
+    ldd ran_build/build/*.so
+
+COPY flexric/etc/flexric /usr/local/etc/flexric/
+COPY flexric/lib/flexric /usr/local/lib/flexric/
+RUN echo "/usr/local/lib/flexric" > /etc/ld.so.conf.d/flexric.conf && ldconfig
+    
+RUN set -eux; \
+  apt-get update; \
+  DEBIAN_FRONTEND=noninteractive apt-get install -y --no-install-recommends \
+    ca-certificates curl wget iproute2 iputils-ping dnsutils jq \
+    iperf iperf3 ffmpeg gdb\
+    nghttp2-client || true; \
+  if ! command -v h2load >/dev/null 2>&1; then \
+    DEBIAN_FRONTEND=noninteractive apt-get install -y --no-install-recommends nghttp2 || true; \
+  fi; \
+  # Try to install sipp from apt; if unavailable, build from source
+  if apt-cache show sipp >/dev/null 2>&1; then \
+    DEBIAN_FRONTEND=noninteractive apt-get install -y --no-install-recommends sipp; \
+  else \
+    echo "sipp not in apt, building from source..."; \
+    DEBIAN_FRONTEND=noninteractive apt-get install -y --no-install-recommends \
+      build-essential cmake git libncurses5-dev libpcap-dev libssl-dev libpcre3-dev; \
+    git clone --depth=1 https://github.com/SIPp/sipp.git /tmp/sipp; \
+    cd /tmp/sipp; cmake -DENABLE_SSL=1 -DENABLE_PCAP=1 -DCMAKE_BUILD_TYPE=Release .; \
+    make -j"$(nproc)"; make install; strip /usr/local/bin/sipp || true; \
+    rm -rf /tmp/sipp; \
+  fi; \
+  rm -rf /var/lib/apt/lists/*
+
+# Traffic runner
+COPY tools/scripts/traffic_runner.sh /usr/local/bin/traffic_runner
+RUN chmod +x /usr/local/bin/traffic_runner
+
+ENTRYPOINT ["/bin/bash"]

docker/Dockerfile.nakaolab.test

@@ -0,0 +1,56 @@
+FROM ran-base:latest AS ran-build
+ARG BUILD_OPTION
+
+RUN rm -Rf /oai-ran
+WORKDIR /oai-ran
+COPY . .
+
+# build all targets so final targets can be created afterwards
+RUN /bin/sh oaienv && \
+    cd cmake_targets && \
+    mkdir -p log && \
+    ./build_oai -c --ninja \
+      --gNB --RU --nrUE -w SIMU\
+      --build-lib "telnetsrv enbscope uescope nrscope" \
+      -w USRP -t Ethernet \
+      --build-e2 --cmake-opt -DKPM_VERSION=KPM_V2_03 --cmake-opt -DE2AP_VERSION=E2AP_V2 \
+      --noavx512 \
+      --build-tool-opt -k10 \
+      --cmake-opt -DCMAKE_C_FLAGS="-Werror" --cmake-opt -DCMAKE_CXX_FLAGS="-Werror" $BUILD_OPTION && \
+    echo "---- ldd on executables ----" && \
+    ldd ran_build/build/*softmodem* ran_build/build/nr-cuup ran_build/build/oairu && \
+    echo "---- ldd on shared libraries ----" && \
+    ldd ran_build/build/*.so
+    
+RUN set -eux; \
+  apt-get update; \
+  DEBIAN_FRONTEND=noninteractive apt-get install -y --no-install-recommends \
+    ca-certificates curl wget iproute2 iputils-ping dnsutils jq \
+    iperf iperf3 ffmpeg gdb\
+    nghttp2-client || true; \
+  if ! command -v h2load >/dev/null 2>&1; then \
+    DEBIAN_FRONTEND=noninteractive apt-get install -y --no-install-recommends nghttp2 || true; \
+  fi; \
+  # Try to install sipp from apt; if unavailable, build from source
+  if apt-cache show sipp >/dev/null 2>&1; then \
+    DEBIAN_FRONTEND=noninteractive apt-get install -y --no-install-recommends sipp; \
+  else \
+    echo "sipp not in apt, building from source..."; \
+    DEBIAN_FRONTEND=noninteractive apt-get install -y --no-install-recommends \
+      build-essential cmake git libncurses5-dev libpcap-dev libssl-dev libpcre3-dev; \
+    git clone --depth=1 https://github.com/SIPp/sipp.git /tmp/sipp; \
+    cd /tmp/sipp; cmake -DENABLE_SSL=1 -DENABLE_PCAP=1 -DCMAKE_BUILD_TYPE=Release .; \
+    make -j"$(nproc)"; make install; strip /usr/local/bin/sipp || true; \
+    rm -rf /tmp/sipp; \
+  fi; \
+  rm -rf /var/lib/apt/lists/*
+
+# Traffic runner
+COPY tools/scripts/traffic_runner.sh /usr/local/bin/traffic_runner
+RUN chmod +x /usr/local/bin/traffic_runner
+
+COPY flexric/etc/flexric /usr/local/etc/flexric/
+COPY flexric/lib/flexric /usr/local/lib/flexric/
+RUN echo "/usr/local/lib/flexric" > /etc/ld.so.conf.d/flexric.conf && ldconfig
+
+ENTRYPOINT ["/bin/bash"]

flexric/etc/flexric/flexric.conf

@@ -0,0 +1,8 @@
+[NEAR-RIC]
+NEAR_RIC_IP = 192.168.71.21
+
+[XAPP]
+DB_DIR = /tmp/
+
+[LOG]
+LEVEL = debug

openair2/LAYER2/NR_MAC_gNB/gNB_scheduler_dlsch.c

@@ -793,10 +793,10 @@ static void pf_dl(gNB_MAC_INST *mac,
     while (rbStart < rbStop && (rballoc_mask[rbStart + bwp_start] & slbitmap))
       rbStart++;
 
-    uint16_t max_rbSize = 1;
+    uint16_t max_rbSize = 5;
 
-    while (rbStart + max_rbSize <= rbStop && !(rballoc_mask[rbStart + max_rbSize + bwp_start] & slbitmap))
+    /* while (rbStart + max_rbSize <= rbStop && !(rballoc_mask[rbStart + max_rbSize + bwp_start] & slbitmap)) */
-      max_rbSize++;
+    /*   max_rbSize++; */
 
     if (max_rbSize < min_rbSize) {
       LOG_D(NR_MAC,

openair2/LAYER2/NR_MAC_gNB/gNB_scheduler_ulsch.c

@@ -2173,12 +2173,16 @@ static int  pf_ul(gNB_MAC_INST *nrmac,
     bwp_info_t bi = get_pusch_bwp_start_size(iterator->UE);
     while (rbStart < bi.bwpSize && (rballoc_mask[rbStart + bi.bwpStart] & slbitmap))
       rbStart++;
+    
     /* if it's for inactivity, min_grant_prb is enough, otherwise check what
      * would be the maximum */
-    uint16_t max_rbSize = iterator->sched_inactive ? min_rb : bi.bwpSize;
+    /* uint16_t max_rbSize = iterator->sched_inactive ? min_rb : bi.bwpSize; */
+    uint16_t max_rbSize = min_rb;
     uint16_t available_rb = 1;
     while (rbStart + available_rb < bi.bwpSize && !(rballoc_mask[rbStart + bi.bwpStart + available_rb] & slbitmap) && available_rb < max_rbSize)
-      available_rb++;
+        available_rb++;
+
+    /* LOG_I(NR_MAC, "[UE %04x] RB size: %u\n", iterator->UE->rnti, available_rb); */
 
     if (rbStart + min_rb > bi.bwpSize || available_rb < min_rb) {
       reset_beam_status(&nrmac->beam_info, frame, slot, iterator->UE->UE_beam_index, slots_per_frame, dci_beam.new_beam);

openair2/LAYER2/NR_MAC_gNB/nr_radio_config.c

@@ -3963,9 +3963,8 @@ int encode_cellGroupConfig(NR_CellGroupConfig_t *cellGroupConfig, uint8_t *buffe
 {
   asn_enc_rval_t enc_rval = uper_encode_to_buffer(&asn_DEF_NR_CellGroupConfig, NULL, cellGroupConfig, buffer, max_buffer_size);
   AssertFatal(enc_rval.encoded > 0 && enc_rval.encoded <= max_buffer_size * 8,
-              "ASN1 message encoding failed (%s, %lu)!\n",
+              "ASN1 message encoding failed (%s, %lu)! max: %d\n",
-              enc_rval.failed_type->name,
+              enc_rval.failed_type->name, enc_rval.encoded, max_buffer_size);
-              enc_rval.encoded);
   return (enc_rval.encoded + 7) / 8;
 }
 

openair2/LAYER2/nr_rlc/nr_rlc_entity_am.c

@@ -1835,10 +1835,11 @@ void nr_rlc_entity_am_recv_sdu(nr_rlc_entity_t *_entity,
   if (entity->sdu_rejected != 0
       && entity->t_current > entity->t_log_buffer_full + 1000) {
     LOG_E(RLC, "%d SDU rejected, SDU buffer full\n", entity->sdu_rejected);
+    /* LOG_E(RLC, "tx_size: %d t_current: %lu max: %d\n" , entity->tx_size + size, entity->t_current, entity->tx_maxsize); */
     entity->sdu_rejected = 0;
     entity->t_log_buffer_full = entity->t_current;
   }
-
+  /* LOG_E(RLC, "tx_size: %d max: %d\n" , entity->tx_size + size, entity->tx_maxsize); */
   if (entity->tx_size + size > entity->tx_maxsize) {
     entity->sdu_rejected++;
     entity->common.stats.txpdu_dd_pkts++;

tools/scripts/traffic_runner.sh

@@ -0,0 +1,98 @@
+#!/usr/bin/env bash
+#!/bin/bash
+# Continuous traffic generator for OAI UE containers (no intervals, runs virtually forever).
+# Usage examples:
+#   ./traffic_runner.sh --profile boring
+#   PROFILE=bulk_download ./traffic_runner.sh
+
+set -euo pipefail
+
+PROFILE="${PROFILE:-}"
+
+# Fixed server coordinates
+IPERF_HOST_UDP="192.168.71.129"
+IPERF_HOST_TCP="192.168.71.130"
+IPERF_PORT_UDP=5201
+IPERF_PORT_TCP=5202
+OAITUN_IP="$(ip -o -4 addr show dev oaitun_ue1 | awk '{print $4}' | cut -d/ -f1)"
+
+# Very long duration to approximate "forever"
+LONG_T="${LONG_T:-31536000}"  # 1 year in seconds
+
+# -------------- args --------------
+if [[ $# -gt 0 ]]; then
+    case "$1" in
+        --profile=*) PROFILE="${1#--profile=}"; shift ;;
+        --profile)   PROFILE="${2-}"; shift 2 ;;
+        -p=*)        PROFILE="${1#-p=}"; shift ;;
+        -p)          PROFILE="${2-}"; shift 2 ;;
+        -*)          ;;  # ignore other flags
+        *)           PROFILE="$1"; shift ;;
+    esac
+fi
+
+[[ -n "$PROFILE" ]] || { echo "ERROR: --profile is required" >&2; exit 2; }
+
+iperf_tcp_dl_forever() { ( iperf  -c   "$IPERF_HOST_TCP" -B "$OAITUN_IP" -p "$IPERF_PORT_TCP" -R         -t "$LONG_T" >/dev/null 2>&1 ); }
+iperf_tcp_ul_forever() { ( iperf  -c   "$IPERF_HOST_TCP" -B "$OAITUN_IP" -p "$IPERF_PORT_TCP"            -t "$LONG_T" >/dev/null 2>&1 ); }
+# iperf_udp_dl_forever() { ( nohup iperf -u -c "$IPERF_HOST_UDP" -B "$OAITUN_IP" -p "$IPERF_PORT_UDP" -R -t "$LONG_T" >/dev/null 2>&1 ); }
+iperf_udp_dl_forever() { ( iperf -u -c "$IPERF_HOST_UDP" -B "$OAITUN_IP" -p "$IPERF_PORT_UDP" -R -b $1 -t "$LONG_T" >/dev/null 2>&1 ); }
+iperf_udp_ul_forever() { ( iperf -u -c "$IPERF_HOST_UDP" -B "$OAITUN_IP" -p "$IPERF_PORT_UDP"    -b $1 -t "$LONG_T" >/dev/null 2>&1 ); }
+
+# ---------------- profiles ----------------
+do_boring() {
+    iperf_udp_dl_forever 200M
+    wait
+  # iperf -c "$IPERF_HOST" -p "$IPERF_PORT" -B "$OAITUN_IP"    -u -b 25M -t "$LONG_T"
+}
+
+do_browsing() {
+    iperf_tcp_dl_forever
+    iperf_tcp_ul_forever
+    wait
+}
+
+do_video() {
+  iperf_udp_dl_forever 6M
+  wait
+}
+
+do_bulk_download() {
+  iperf -c "$IPERF_HOST" -p "$IPERF_PORT" -B "$OAITUN_IP" -R -P 8 -w 1M -t "$LONG_T"
+  wait
+}
+
+do_voip() {
+    iperf -c "$IPERF_HOST" -p "$IPERF_PORT" -B "$OAITUN_IP" -R -u -b 80K -t "$LONG_T";
+    iperf -c "$IPERF_HOST" -p "$IPERF_PORT" -B "$OAITUN_IP" -u -b 80K -t "$LONG_T";
+    wait
+}
+
+do_iot_chatty() {
+    iperf -c "$IPERF_HOST" -p "$IPERF_PORT" -B "$OAITUN_IP" -R -u -b 40K -t "$LONG_T";
+    iperf -c "$IPERF_HOST" -p "$IPERF_PORT" -B "$OAITUN_IP" -u -b 20K -t "$LONG_T";
+    wait
+}
+
+do_gaming() {
+    iperf -c "$IPERF_HOST" -p "$IPERF_PORT" -B "$OAITUN_IP" -R -u -b 120K -t "$LONG_T";
+    iperf -c "$IPERF_HOST" -p "$IPERF_PORT" -B "$OAITUN_IP" -u -b 10K -t "$LONG_T";
+    wait
+}
+
+do_idle() {
+    tail -f /dev/null
+}
+
+# -------------- dispatch --------------
+case "$PROFILE" in
+  boring)         do_boring;;
+  browsing)       do_browsing;;
+  video)          do_video;;
+  bulk_download)  do_bulk_download;;
+  voip)           do_voip;;
+  iot_chatty)     do_iot_chatty;;
+  gaming)         do_gaming;;
+  idle)           do_idle;;
+  *) echo "Unknown profile: $PROFILE" >&2; exit 1;;
+esac