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Effacer les filtres

Findpeaks the reason why my index is floating

4 vues (au cours des 30 derniers jours)
Life is Wonderful
Life is Wonderful le 3 Mai 2023
Commenté : Star Strider le 3 Mai 2023
Hi there,
I have a question about the findpeaks function. To my surprise, my location index is receiving a float, which is causing all of my calculations to be incorrect.
Please assist me in fixing the coding error. Expectation is that the peak value's position should be an integer number.
dctCoef = [8429.999786
2771.087211
607.721985
3118.100821
1112.991245
1013.033319
350.156147
368.204981
822.470058
971.052424
1472.593343
406.350435
893.834342
612.080075
-13.394000
138.237194
61.093121
127.999481
222.903100
313.873293];
minHeigth = mean(round(abs(dctCoef / 2.^8))) + std(round(abs(dctCoef / 2.^8)))*8e-1;
[pks,locs] = findpeaks(round(abs(dctCoef / 2.^8)),20,'MinPeakHeight',minHeigth);
locs
locs = 0.1500
pks
pks = 12
% Manual analysis
fprintf('%20s|%20s|%20s|\n--------------------+--------------------+--------------------+\n', ...
'indx','raw_data', 'scaled_data');
indx| raw_data| scaled_data| --------------------+--------------------+--------------------+
for i = 1:size(dctCoef,1)
fprintf('%20d|%20.6f|%20.6f|\n',i,dctCoef(i), round(abs(dctCoef(i)/ 2.^8)))
end
1| 8429.999786| 33.000000| 2| 2771.087211| 11.000000| 3| 607.721985| 2.000000| 4| 3118.100821| 12.000000| 5| 1112.991245| 4.000000| 6| 1013.033319| 4.000000| 7| 350.156147| 1.000000| 8| 368.204981| 1.000000| 9| 822.470058| 3.000000| 10| 971.052424| 4.000000| 11| 1472.593343| 6.000000| 12| 406.350435| 2.000000| 13| 893.834342| 3.000000| 14| 612.080075| 2.000000| 15| -13.394000| 0.000000| 16| 138.237194| 1.000000| 17| 61.093121| 0.000000| 18| 127.999481| 0.000000| 19| 222.903100| 1.000000| 20| 313.873293| 1.000000|
  2 commentaires
Stephen23
Stephen23 le 3 Mai 2023
You are supplying the sample rate as the 2nd input: "If you specify a sample rate, Fs, then locs is a numeric vector of time instants with a time difference of 1/Fs between consecutive samples."
Your example seems to be consistent with the documentation.
Life is Wonderful
Life is Wonderful le 3 Mai 2023
Thank you for helping me out

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Réponse acceptée

Star Strider
Star Strider le 3 Mai 2023
The findpeaks function is interpreting the ‘20’ argument as a sampling frequency, and so is returning the position of the peak as the coordinate of the signal sampled at that frequency (20 cycles per x-coordinate unit).
Remove the ‘20’ and you get the result you expect —
dctCoef = [8429.999786
2771.087211
607.721985
3118.100821
1112.991245
1013.033319
350.156147
368.204981
822.470058
971.052424
1472.593343
406.350435
893.834342
612.080075
-13.394000
138.237194
61.093121
127.999481
222.903100
313.873293];
minHeigth = mean(round(abs(dctCoef / 2.^8))) + std(round(abs(dctCoef / 2.^8)))*8e-1;
[pks,locs] = findpeaks(round(abs(dctCoef / 2.^8)),'MinPeakHeight',minHeigth);
locs
locs = 4
pks
pks = 12
% Manual analysis
fprintf('%20s|%20s|%20s|\n--------------------+--------------------+--------------------+\n', ...
'indx','raw_data', 'scaled_data');
indx| raw_data| scaled_data| --------------------+--------------------+--------------------+
for i = 1:size(dctCoef,1)
fprintf('%20d|%20.6f|%20.6f|\n',i,dctCoef(i), round(abs(dctCoef(i)/ 2.^8)))
end
1| 8429.999786| 33.000000| 2| 2771.087211| 11.000000| 3| 607.721985| 2.000000| 4| 3118.100821| 12.000000| 5| 1112.991245| 4.000000| 6| 1013.033319| 4.000000| 7| 350.156147| 1.000000| 8| 368.204981| 1.000000| 9| 822.470058| 3.000000| 10| 971.052424| 4.000000| 11| 1472.593343| 6.000000| 12| 406.350435| 2.000000| 13| 893.834342| 3.000000| 14| 612.080075| 2.000000| 15| -13.394000| 0.000000| 16| 138.237194| 1.000000| 17| 61.093121| 0.000000| 18| 127.999481| 0.000000| 19| 222.903100| 1.000000| 20| 313.873293| 1.000000|
.
  2 commentaires
Life is Wonderful
Life is Wonderful le 3 Mai 2023
Thank you so much for your invaluable help..
Star Strider
Star Strider le 3 Mai 2023
As always, my pleasure!

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