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Detecting maximum with threshold

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Hanna Armstrong
Hanna Armstrong el 28 de Nov. de 2022
Comentada: Matt J el 28 de Nov. de 2022
%example threshold detection code
function [MAXES] = identifyMaximums(Avg)
X = Avg;
threshold = 30;
[Xon, Xoff] = detectThreshold(X,threshold);
nSteps = length(Xon);
firstOff = 1;
while Xoff(firstOff) > Xon(1)
firstOff = firstOff+1;
end
lastOn = nSteps;
while Xon(lastOn) > Xoff(end)
lastOn = lastOn-1;
end
%Adjust ons and offs
Xon_align = Xon(1:lastOn);
Xoff_align = Xoff(firstOff:end);
%Count number of steps after aligning
nStepsFinal = length(Xon_align);
%Initialize matrix of maximums
MAXES = NaN(nStepsFinal,1);
for i = 1:nStepsFinal
MAXES(i) = max(X(Xon_align(i):Xoff_align(i)));
end
function [Ons,Offs] = detectThreshold(signal,threshold)
overThreshold = signal>threshold;
onOffs = diff(overThreshold);
Offs = find(onOffs==-1)+1;
Ons = find(onOffs==1);
end
end
Error:
Index exceeds the number of array elements. Index must
not exceed 0.
Error in identifyMaximums (line 14)
while Xoff(firstOff) > Xon(1)
Error in load_data_10_15 (line 119)
[MAXES] = mean(identifyMaximums(Avg));
Data (Avg) that is being processed:attached image
Hello I hope all is well. I am currently working on a side project where I am trying to match data from a sensor to a force plate. At the moment I am trying to linearize the data. To do so, I must collect the peak values. For some reason I am getting this error and I am not sure why. If you have the time, please look over my work and provide some guidence.
Thank you!

Respuesta aceptada

Steven Lord
Steven Lord el 28 de Nov. de 2022
You may want to take a look at the islocalmax function.
  1 comentario
Hanna Armstrong
Hanna Armstrong el 28 de Nov. de 2022
Hi Steven, So I did the localmax function and plotteded it and this is what I am getting, do you have any reccomendations in regards to filtering out the bottom values?

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Más respuestas (1)

Matt J
Matt J el 28 de Nov. de 2022
Editada: Matt J el 28 de Nov. de 2022
If you have the time, please look over my work and provide some guidence.
In detectThreshold(), you need to add control logic to handle the case where find() returns empty [].
Offs = find(onOffs==-1)+1;
Ons = find(onOffs==1);
  2 comentarios
Hanna Armstrong
Hanna Armstrong el 28 de Nov. de 2022
Hi Matt, thank you for responding!
If you can, may you please elaborate on what you mean by adding control logic? At the moment I don't understand how I am supposed to change it.
Thanks.
Matt J
Matt J el 28 de Nov. de 2022
I left it to you because only you knowwhat's supposed to happen when no peaks are detected.

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