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Please help create a transition matrix

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llrb
llrb 2014 年 5 月 20 日
コメント済み: shahab anjum 2020 年 3 月 9 日
Hi,
I hope anyone could help me, I'm kinda new to Matlab.
I have a variable 'velocity' with the value ranging from 0-48 km/hr. I have about 2250 of these data. I would like to create a frequency matrix of the speed transition follows another speed.
Velocity :
1.28
0.57
0.75
2.88
8.05
13.7
...
I would like to make a frequency matrix with this criteria:
Explanation: cell [2,2] --> velocity < 2 is followed by velocity < 2 one time.
I really appreciate any help you give. Thank you for your time.
Best,
Ella

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Sven
Sven 2014 年 5 月 20 日
Hi Ella,
The code below should do what you're looking for. I displayed the result as an image but you can just look at the final contents of freqMat
velocity = [1.28 0.57 0.75 2.88 8.05 13.7]
binEdges = 0:2:20; % 0 to 2 is the first bin, 2 to 4 is second bin, etc
[~,velBinNos] = histc(velocity,binEdges); % Histc just asks which bin each velocity belongs to
binTicks = binEdges(1:end-1); % Don't need the last bin edge
freqMat = zeros(length(binTicks));
fromBinNos = velBinNos(1:end-1);
nextBinNos = velBinNos(2:end);
for i = 1:length(fromBinNos)
freqMat(fromBinNos(i),nextBinNos(i)) = freqMat(fromBinNos(i),nextBinNos(i)) + 1;
end
figure, imagesc(binTicks,binTicks,freqMat)
xlabel 'Next velocity bin'
ylabel 'First velocity bin'
colorbar
Did this help you out?
Thanks, Sven.
  3 件のコメント
llrb
llrb 2014 年 5 月 21 日
Hi Sven,
I have a question about the code. Could you pls explain why we don't need the last bin edge for this: binTicks = binEdges(1:end-1)?
thanks, Ella
shahab anjum
shahab anjum 2020 年 3 月 9 日
can you help me to please to build transition matrix if i have 1000x286 matrix.

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