git-svn-id: http://svn.eurecom.fr/openair4G/trunk@5706 818b1a75-f10b-46b9-bf7c-635c3b92a50f
This commit is contained in:
Byiringi
@@ -128,32 +128,28 @@ for idx=1:length(d1)
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%% rssi(dBm) versus distance (log scale)
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% We will plot the rssi versus the distance with the data before the passing of the train, and with the data after the passingof the train
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% We will plot the rssi versus the distance. We separate the data
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% before and after the passing of the train for run 3 and run 4 because
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% all the antennas are poiting at the same direction
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% we heuristically determine a starting point and a ending point for the linear fitting
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if idx==1
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distance_before_break1_start=0.4;%in km
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distance_before_break1_end=7.5;
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distance_before_break2_start=0.4;
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distance_before_break2_end=7.5;
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distance_break1_start=0.4;%in km
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distance_break1_end=7.5;
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distance_break2_start=0.4;
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distance_break2_end=7.5;
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distance_after_break1_start=0.9;%in km
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distance_after_break1_end=4.5;
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distance_after_break2_start=0.9;
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distance_after_break2_end=4.5;
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end
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if idx==2
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distance_before_break1_start=0.8;%in km
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distance_before_break1_end=4.5;
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distance_before_break2_start=0.8;
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distance_before_break2_end=4.5;
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distance_break1_start=0.8;%in km
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distance_break1_end=4.5;
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distance_break2_start=0.8;
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distance_break2_end=4.5;
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distance_after_break1_start=0.5;%in km
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distance_after_break1_end=7.5;
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distance_after_break2_start=0.5;
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distance_after_break2_end=7.5;
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end
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if idx==3
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@@ -180,147 +176,246 @@ for idx=1:length(d1)
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distance_after_break2_end=8;
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end
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% indexes of the starting and ending points with the data before the passing of the
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% train
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index_break1_before_start=1;
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index_break2_before_start=1;
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index_break1_before_end=1;
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index_break2_before_end=1;
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% indexes of the starting and ending points with the data after the passing of the
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% train
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index_break1_after_start=I_RSSI_max1;
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index_break2_after_start=I_RSSI_max2;
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index_break1_after_end=I_RSSI_max1;
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index_break2_after_end=I_RSSI_max2;
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if idx==1 || idx==2
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% indexes of the starting and ending points
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index_break1_start=1;
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index_break2_start=1;
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index_break1_end=1;
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index_break2_end=1;
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end
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%starting points
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while (index_break1_before_start<length(new_distances1)) && (new_distances1(index_break1_before_start)>distance_before_break1_start)
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index_break1_before_start=index_break1_before_start+1;
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end
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while (index_break2_before_start<length(new_distances2)) && (new_distances2(index_break2_before_start)>distance_before_break2_start)
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index_break2_before_start=index_break2_before_start+1;
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end
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%ending points
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while (index_break1_before_end<length(new_distances1)) && (new_distances1(index_break1_before_end)>distance_before_break1_end)
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index_break1_before_end=index_break1_before_end+1;
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end
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while (index_break2_before_end<length(new_distances2)) && (new_distances2(index_break2_before_end)>distance_before_break2_end)
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index_break2_before_end=index_break2_before_end+1;
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if idx==3 || idx==4
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% indexes of the starting and ending points with the data before the passing of the
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% train
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index_break1_before_start=1;
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index_break2_before_start=1;
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index_break1_before_end=1;
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index_break2_before_end=1;
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% indexes of the starting and ending points with the data after the passing of the
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% train
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index_break1_after_start=I_RSSI_max1;
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index_break2_after_start=I_RSSI_max2;
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index_break1_after_end=I_RSSI_max1;
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index_break2_after_end=I_RSSI_max2;
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end
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%starting points
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while (index_break1_after_start<length(new_distances1)) && (new_distances1(index_break1_after_start)<distance_after_break1_start)
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index_break1_after_start=index_break1_after_start+1;
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end
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while (index_break2_after_start<length(new_distances2)) && (new_distances2(index_break2_after_start)<distance_after_break2_start)
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index_break2_after_start=index_break2_after_start+1;
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if idx==1 || idx==2
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%starting points
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while (index_break1_start<length(new_distances1)) && (new_distances1(index_break1_start)>distance_break1_start)
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index_break1_start=index_break1_start+1;
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end
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while (index_break2_start<length(new_distances2)) && (new_distances2(index_break2_start)>distance_break2_start)
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index_break2_start=index_break2_start+1;
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end
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%ending points
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while (index_break1_end<length(new_distances1)) && (new_distances1(index_break1_end)>distance_break1_end)
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index_break1_end=index_break1_end+1;
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end
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while (index_break2_end<length(new_distances2)) && (new_distances2(index_break2_end)>distance_break2_end)
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index_break2_end=index_break2_end+1;
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end
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end
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%ending points
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while (index_break1_after_end<length(new_distances1)) && (new_distances1(index_break1_after_end)<distance_after_break1_end)
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index_break1_after_end=index_break1_after_end+1;
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end
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while (index_break2_after_end<length(new_distances2)) && (new_distances2(index_break2_after_end)<distance_after_break2_end)
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index_break2_after_end=index_break2_after_end+1;
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if idx==3 || idx==4
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%starting points
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while (index_break1_before_start<length(new_distances1)) && (new_distances1(index_break1_before_start)>distance_before_break1_start)
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index_break1_before_start=index_break1_before_start+1;
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end
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while (index_break2_before_start<length(new_distances2)) && (new_distances2(index_break2_before_start)>distance_before_break2_start)
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index_break2_before_start=index_break2_before_start+1;
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end
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%ending points
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while (index_break1_before_end<length(new_distances1)) && (new_distances1(index_break1_before_end)>distance_before_break1_end)
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index_break1_before_end=index_break1_before_end+1;
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end
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while (index_break2_before_end<length(new_distances2)) && (new_distances2(index_break2_before_end)>distance_before_break2_end)
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index_break2_before_end=index_break2_before_end+1;
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end
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%starting points
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while (index_break1_after_start<length(new_distances1)) && (new_distances1(index_break1_after_start)<distance_after_break1_start)
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index_break1_after_start=index_break1_after_start+1;
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end
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while (index_break2_after_start<length(new_distances2)) && (new_distances2(index_break2_after_start)<distance_after_break2_start)
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index_break2_after_start=index_break2_after_start+1;
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end
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%ending points
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while (index_break1_after_end<length(new_distances1)) && (new_distances1(index_break1_after_end)<distance_after_break1_end)
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index_break1_after_end=index_break1_after_end+1;
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end
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while (index_break2_after_end<length(new_distances2)) && (new_distances2(index_break2_after_end)<distance_after_break2_end)
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index_break2_after_end=index_break2_after_end+1;
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end
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end
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figure(idx*10+3)
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if idx==1 || idx ==2
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figure(idx*10+3)
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hold off
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linearCoef1 = polyfit(10*log10(new_distances1(index_break1_end:index_break1_start)),data1{idx}(index_break1_end:index_break1_start,13),1);
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linearFit1 = polyval(linearCoef1,10*log10(new_distances1(index_break1_end:index_break1_start)));
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semilogx(new_distances1(1:I_RSSI_max1),data1{idx}(1:I_RSSI_max1,13),'rx',new_distances1(index_break1_end:index_break1_start),linearFit1,'r-')
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display(sprintf('Run %d :slope UHF : %f',idx,linearCoef1(1)))
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hold on
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linearCoef2 = polyfit(10*log10(new_distances2(index_break2_end:index_break2_start)),data2{idx}(index_break2_end:index_break2_start,13),1);
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linearFit2 = polyval(linearCoef2,10*log10(new_distances2(index_break2_end:index_break2_start)));
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semilogx(new_distances2(1:I_RSSI_max2),data2{idx}(1:I_RSSI_max2,13),'bx',new_distances2(index_break2_end:index_break2_start),linearFit2,'b-')
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display(sprintf('Run %d :slope 2.6GHz : %f',idx,linearCoef2(1)))
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title(sprintf('Run %d: With the data the passing of the train',idx))
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legend('UHF','UHF:linear fitting','2.6GHz card 1','2.6GHz card 1:linear fitting');
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xlabel('distance [km]')
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ylabel('RSSI [dBm]')
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% Zoom on the linear fitting
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figure(idx*10+4)
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hold off
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linearCoef1 = polyfit(10*log10(new_distances1(index_break1_end:index_break1_start)),data1{idx}(index_break1_end:index_break1_start,13),1);
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linearFit1 = polyval(linearCoef1,10*log10(new_distances1(index_break1_end:index_break1_start)));
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semilogx(new_distances1(index_break1_end:index_break1_start),data1{idx}(index_break1_end:index_break1_start,13),'rx',new_distances1(index_break1_end:index_break1_start),linearFit1,'r-')
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%display(sprintf('Run %d :slope UHF : %f',idx,linearCoef1(1)))
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hold on
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linearCoef2 = polyfit(10*log10(new_distances2(index_break2_end:index_break2_start)),data2{idx}(index_break2_end:index_break2_start,13),1);
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linearFit2 = polyval(linearCoef2,10*log10(new_distances2(index_break2_end:index_break2_start)));
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semilogx(new_distances2(index_break2_end:index_break2_start),data2{idx}(index_break2_end:index_break2_start,13),'bx',new_distances2(index_break2_end:index_break2_start),linearFit2,'b-')
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%display(sprintf('Run %d :slope 2.6GHz : %f',idx,linearCoef2(1)))
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title(sprintf('Run %d: ',idx))
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legend('UHF','UHF:linear fitting','2.6GHz card 1','2.6GHz card 1:linear fitting');
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xlabel('distance [km]')
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ylabel('RSSI [dBm]')
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end
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subplot(2,1,1)
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hold off
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linearCoef1_before = polyfit(10*log10(new_distances1(index_break1_before_end:index_break1_before_start)),data1{idx}(index_break1_before_end:index_break1_before_start,13),1);
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linearFit1_before = polyval(linearCoef1_before,10*log10(new_distances1(index_break1_before_end:index_break1_before_start)));
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semilogx(new_distances1(1:I_RSSI_max1),data1{idx}(1:I_RSSI_max1,13),'rx',new_distances1(index_break1_before_end:index_break1_before_start),linearFit1_before,'r-')
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display(sprintf('Run %d :slope UHF before: %f',idx,linearCoef1_before(1)))
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hold on
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linearCoef2_before = polyfit(10*log10(new_distances2(index_break2_before_end:index_break2_before_start)),data2{idx}(index_break2_before_end:index_break2_before_start,13),1);
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linearFit2_before = polyval(linearCoef2_before,10*log10(new_distances2(index_break2_before_end:index_break2_before_start)));
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semilogx(new_distances2(1:I_RSSI_max2),data2{idx}(1:I_RSSI_max2,13),'bx',new_distances2(index_break2_before_end:index_break2_before_start),linearFit2_before,'b-')
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display(sprintf('Run %d :slope 2.6GHz before: %f',idx,linearCoef2_before(1)))
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title(sprintf('Run %d: With the data before the passing of the train',idx))
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legend('UHF','UHF:linear fitting','2.6GHz card 1','2.6GHz card 1:linear fitting');
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xlabel('distance [km]')
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ylabel('RSSI [dBm]')
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subplot(2,1,2)
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hold off
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linearCoef1_after = polyfit(10*log10(new_distances1(index_break1_after_start:index_break1_after_end)),data1{idx}(index_break1_after_start:index_break1_after_end,13),1);
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linearFit1_after = polyval(linearCoef1_after,10*log10(new_distances1(index_break1_after_start:index_break1_after_end)));
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semilogx(new_distances1(I_RSSI_max1:end),data1{idx}(I_RSSI_max1:end,13),'rx',new_distances1(index_break1_after_start:index_break1_after_end),linearFit1_after,'r-')
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display(sprintf('Run %d :slope UHF after: %f',idx,linearCoef1_after(1)))
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hold on
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linearCoef2_after = polyfit(10*log10(new_distances2(index_break2_after_start:index_break2_after_end)),data2{idx}(index_break2_after_start:index_break2_after_end,13),1);
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linearFit2_after = polyval(linearCoef2_after,10*log10(new_distances2(index_break2_after_start:index_break2_after_end)));
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semilogx(new_distances2(I_RSSI_max2:end),data2{idx}(I_RSSI_max2:end,13),'bx',new_distances2(index_break2_after_start:index_break2_after_end),linearFit2_after,'b-')
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display(sprintf('Run %d :slope 2.6GHz after: %f',idx,linearCoef2_after(1)))
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title(sprintf('Run %d: With the data after the passing of the train',idx))
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legend('UHF','UHF:linear fitting','2.6GHz card 1','2.6GHz card 1:linear fitting');
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xlabel('distance [km]')
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ylabel('RSSI [dBm]')
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% Zoom on the linear fitting
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figure(idx*10+4)
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subplot(2,1,1)
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hold off
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linearCoef1_before = polyfit(10*log10(new_distances1(index_break1_before_end:index_break1_before_start)),data1{idx}(index_break1_before_end:index_break1_before_start,13),1);
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linearFit1_before = polyval(linearCoef1_before,10*log10(new_distances1(index_break1_before_end:index_break1_before_start)));
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semilogx(new_distances1(index_break1_before_end:index_break1_before_start),data1{idx}(index_break1_before_end:index_break1_before_start,13),'rx',new_distances1(index_break1_before_end:index_break1_before_start),linearFit1_before,'r-')
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%display(sprintf('Run %d :slope UHF before: %f',idx,linearCoef1_before(1)))
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hold on
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linearCoef2_before = polyfit(10*log10(new_distances2(index_break2_before_end:index_break2_before_start)),data2{idx}(index_break2_before_end:index_break2_before_start,13),1);
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linearFit2_before = polyval(linearCoef2_before,10*log10(new_distances2(index_break2_before_end:index_break2_before_start)));
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semilogx(new_distances2(index_break2_before_end:index_break2_before_start),data2{idx}(index_break2_before_end:index_break2_before_start,13),'bx',new_distances2(index_break2_before_end:index_break2_before_start),linearFit2_before,'b-')
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%display(sprintf('Run %d :slope 2.6GHz before: %f',idx,linearCoef2_before(1)))
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title(sprintf('Run %d: With the data before the passing of the train',idx))
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legend('UHF','UHF:linear fitting','2.6GHz card 1','2.6GHz card 1:linear fitting');
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xlabel('distance [km]')
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ylabel('RSSI [dBm]')
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subplot(2,1,2)
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hold off
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linearCoef1_after = polyfit(10*log10(new_distances1(index_break1_after_start:index_break1_after_end)),data1{idx}(index_break1_after_start:index_break1_after_end,13),1);
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linearFit1_after = polyval(linearCoef1_after,10*log10(new_distances1(index_break1_after_start:index_break1_after_end)));
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semilogx(new_distances1(index_break1_after_start:index_break1_after_end),data1{idx}(index_break1_after_start:index_break1_after_end,13),'rx',new_distances1(index_break1_after_start:index_break1_after_end),linearFit1_after,'r-')
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%display(sprintf('Run %d :slope UHF after: %f',idx,linearCoef1_after(1)))
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hold on
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linearCoef2_after = polyfit(10*log10(new_distances2(index_break2_after_start:index_break2_after_end)),data2{idx}(index_break2_after_start:index_break2_after_end,13),1);
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linearFit2_after = polyval(linearCoef2_after,10*log10(new_distances2(index_break2_after_start:index_break2_after_end)));
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semilogx(new_distances2(index_break2_after_start:index_break2_after_end),data2{idx}(index_break2_after_start:index_break2_after_end,13),'bx',new_distances2(index_break2_after_start:index_break2_after_end),linearFit2_after,'b-')
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%display(sprintf('Run %d :slope 2.6GHz after: %f',idx,linearCoef2_after(1)))
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title(sprintf('Run %d: With the data after the passing of the train',idx))
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legend('UHF','UHF:linear fitting','2.6GHz card 1','2.6GHz card 1:linear fitting');
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xlabel('distance [km]')
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ylabel('RSSI [dBm]')
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if idx==3 || idx==4
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figure(idx*10+3)
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subplot(2,1,1)
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hold off
|
||||
linearCoef1_before = polyfit(10*log10(new_distances1(index_break1_before_end:index_break1_before_start)),data1{idx}(index_break1_before_end:index_break1_before_start,13),1);
|
||||
linearFit1_before = polyval(linearCoef1_before,10*log10(new_distances1(index_break1_before_end:index_break1_before_start)));
|
||||
semilogx(new_distances1(1:I_RSSI_max1),data1{idx}(1:I_RSSI_max1,13),'rx',new_distances1(index_break1_before_end:index_break1_before_start),linearFit1_before,'r-')
|
||||
display(sprintf('Run %d :slope UHF before: %f',idx,linearCoef1_before(1)))
|
||||
|
||||
|
||||
hold on
|
||||
linearCoef2_before = polyfit(10*log10(new_distances2(index_break2_before_end:index_break2_before_start)),data2{idx}(index_break2_before_end:index_break2_before_start,13),1);
|
||||
linearFit2_before = polyval(linearCoef2_before,10*log10(new_distances2(index_break2_before_end:index_break2_before_start)));
|
||||
semilogx(new_distances2(1:I_RSSI_max2),data2{idx}(1:I_RSSI_max2,13),'bx',new_distances2(index_break2_before_end:index_break2_before_start),linearFit2_before,'b-')
|
||||
display(sprintf('Run %d :slope 2.6GHz before: %f',idx,linearCoef2_before(1)))
|
||||
|
||||
|
||||
title(sprintf('Run %d: With the data before the passing of the train',idx))
|
||||
legend('UHF','UHF:linear fitting','2.6GHz card 1','2.6GHz card 1:linear fitting');
|
||||
xlabel('distance [km]')
|
||||
ylabel('RSSI [dBm]')
|
||||
|
||||
subplot(2,1,2)
|
||||
|
||||
hold off
|
||||
linearCoef1_after = polyfit(10*log10(new_distances1(index_break1_after_start:index_break1_after_end)),data1{idx}(index_break1_after_start:index_break1_after_end,13),1);
|
||||
linearFit1_after = polyval(linearCoef1_after,10*log10(new_distances1(index_break1_after_start:index_break1_after_end)));
|
||||
semilogx(new_distances1(I_RSSI_max1:end),data1{idx}(I_RSSI_max1:end,13),'rx',new_distances1(index_break1_after_start:index_break1_after_end),linearFit1_after,'r-')
|
||||
display(sprintf('Run %d :slope UHF after: %f',idx,linearCoef1_after(1)))
|
||||
|
||||
|
||||
hold on
|
||||
linearCoef2_after = polyfit(10*log10(new_distances2(index_break2_after_start:index_break2_after_end)),data2{idx}(index_break2_after_start:index_break2_after_end,13),1);
|
||||
linearFit2_after = polyval(linearCoef2_after,10*log10(new_distances2(index_break2_after_start:index_break2_after_end)));
|
||||
semilogx(new_distances2(I_RSSI_max2:end),data2{idx}(I_RSSI_max2:end,13),'bx',new_distances2(index_break2_after_start:index_break2_after_end),linearFit2_after,'b-')
|
||||
display(sprintf('Run %d :slope 2.6GHz after: %f',idx,linearCoef2_after(1)))
|
||||
|
||||
title(sprintf('Run %d: With the data after the passing of the train',idx))
|
||||
legend('UHF','UHF:linear fitting','2.6GHz card 1','2.6GHz card 1:linear fitting');
|
||||
xlabel('distance [km]')
|
||||
ylabel('RSSI [dBm]')
|
||||
|
||||
|
||||
% Zoom on the linear fitting
|
||||
|
||||
figure(idx*10+4)
|
||||
|
||||
|
||||
subplot(2,1,1)
|
||||
|
||||
hold off
|
||||
|
||||
linearCoef1_before = polyfit(10*log10(new_distances1(index_break1_before_end:index_break1_before_start)),data1{idx}(index_break1_before_end:index_break1_before_start,13),1);
|
||||
linearFit1_before = polyval(linearCoef1_before,10*log10(new_distances1(index_break1_before_end:index_break1_before_start)));
|
||||
semilogx(new_distances1(index_break1_before_end:index_break1_before_start),data1{idx}(index_break1_before_end:index_break1_before_start,13),'rx',new_distances1(index_break1_before_end:index_break1_before_start),linearFit1_before,'r-')
|
||||
%display(sprintf('Run %d :slope UHF before: %f',idx,linearCoef1_before(1)))
|
||||
|
||||
hold on
|
||||
|
||||
linearCoef2_before = polyfit(10*log10(new_distances2(index_break2_before_end:index_break2_before_start)),data2{idx}(index_break2_before_end:index_break2_before_start,13),1);
|
||||
linearFit2_before = polyval(linearCoef2_before,10*log10(new_distances2(index_break2_before_end:index_break2_before_start)));
|
||||
semilogx(new_distances2(index_break2_before_end:index_break2_before_start),data2{idx}(index_break2_before_end:index_break2_before_start,13),'bx',new_distances2(index_break2_before_end:index_break2_before_start),linearFit2_before,'b-')
|
||||
%display(sprintf('Run %d :slope 2.6GHz before: %f',idx,linearCoef2_before(1)))
|
||||
|
||||
title(sprintf('Run %d: With the data before the passing of the train',idx))
|
||||
legend('UHF','UHF:linear fitting','2.6GHz card 1','2.6GHz card 1:linear fitting');
|
||||
xlabel('distance [km]')
|
||||
ylabel('RSSI [dBm]')
|
||||
|
||||
subplot(2,1,2)
|
||||
|
||||
hold off
|
||||
|
||||
|
||||
linearCoef1_after = polyfit(10*log10(new_distances1(index_break1_after_start:index_break1_after_end)),data1{idx}(index_break1_after_start:index_break1_after_end,13),1);
|
||||
linearFit1_after = polyval(linearCoef1_after,10*log10(new_distances1(index_break1_after_start:index_break1_after_end)));
|
||||
semilogx(new_distances1(index_break1_after_start:index_break1_after_end),data1{idx}(index_break1_after_start:index_break1_after_end,13),'rx',new_distances1(index_break1_after_start:index_break1_after_end),linearFit1_after,'r-')
|
||||
%display(sprintf('Run %d :slope UHF after: %f',idx,linearCoef1_after(1)))
|
||||
hold on
|
||||
|
||||
linearCoef2_after = polyfit(10*log10(new_distances2(index_break2_after_start:index_break2_after_end)),data2{idx}(index_break2_after_start:index_break2_after_end,13),1);
|
||||
linearFit2_after = polyval(linearCoef2_after,10*log10(new_distances2(index_break2_after_start:index_break2_after_end)));
|
||||
semilogx(new_distances2(index_break2_after_start:index_break2_after_end),data2{idx}(index_break2_after_start:index_break2_after_end,13),'bx',new_distances2(index_break2_after_start:index_break2_after_end),linearFit2_after,'b-')
|
||||
%display(sprintf('Run %d :slope 2.6GHz after: %f',idx,linearCoef2_after(1)))
|
||||
title(sprintf('Run %d: With the data after the passing of the train',idx))
|
||||
legend('UHF','UHF:linear fitting','2.6GHz card 1','2.6GHz card 1:linear fitting');
|
||||
xlabel('distance [km]')
|
||||
ylabel('RSSI [dBm]')
|
||||
|
||||
end
|
||||
|
||||
|
||||
|
||||
|
||||
Reference in New Issue
Block a user