peakdet | NodeJS implementation of the PeakDet algorithm | Runtime Evironment library
kandi X-RAY | peakdet Summary
kandi X-RAY | peakdet Summary
Peakdet is a NodeJS library for detecting peaks and valleys in data. Peakdet takes a JavaScript implementation of a MATLAB script for detecting peaks and packages it as a Node library and adds a test.
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QUESTION
I'm implementing a peak detection algorithm in Python that detects only those peaks that are above a threshold magnitude. I don't want to use the inbuilt function as I have to extend this simulation to Hardware implementation also.
...ANSWER
Answered 2019-Dec-07 at 18:38So, here you have a numpythonic solution (which is much better than doing a loop explicitly).
I use the roll function to shift the numbers +1 or -1 in the position. Also a "peak" is defined as a local maximum, where the previous and posterior number are smaller than the central value.
The full code is:
QUESTION
ANSWER
Answered 2019-Dec-04 at 01:05Try scipy.signal.find_peaks. To find minima's you multiply series
by -1.
find_peaks
returns the indices of peaks or minima. To get the correct plotting positions, you have to index x
and series
with the output from find_peaks
.
If you are concerned about your singal containing sequences of decreasing minima, you could compare the magnitudes of sequential peaks using np.diff
.
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