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Find peaks (maxima and minima) of a function

version 1.1.0.0 (1.79 KB) by Shoaibur Rahman
This function detects the transition points (maxima and minima) in a function like y = f(x)

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Updated 28 Jan 2016

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function [nmax,maxAt,maxValues,nmin,minAt,minValues] = peak(y,x,threshold,stepsize)
This function detects the transition points (maxima and minima) of a function like y = f(x), where x is indpendent variable and y is dependent variable. If there is no clue about x, then use x = [], which is an empty vector, and if so, it automatically defines x = 1:length(y).

Optional input arguments: threshold is the thresholding applied to y, and stepsize is the step size for computation of slopes. The smaller the stepsize is, the more accurate result is. By default stepsize = abs(x(1)-x(2))/10.
Finally, it returns, nmax: the number of peaks in y; maxAt: the x values at which peaks occur; maxValues: the peak values of y; nmin: number of minima in y; minAt: the x values at which minima occur; and
minValues: the minima of y; (all after thresholding, if any).

Examples 1: no threshodling
x = -pi:pi/100:pi;
y = sin(x)+cos(x.^2);
[nmax,maxAt,maxValues,nmin,minAt,minValues] = peak(y,x)


Example 2: thresholding at 0
x = -pi:pi/100:pi;
y = sin(x)+cos(x.^2);
[nmax,maxAt,maxValues,nmin,minAt,minValues] = peak(y,x,0)

Cite As

Shoaibur Rahman (2019). Find peaks (maxima and minima) of a function (https://www.mathworks.com/matlabcentral/fileexchange/48818-find-peaks-maxima-and-minima-of-a-function), MATLAB Central File Exchange. Retrieved .

Comments and Ratings (1)

What if we need to find Maxima and minima to an analog signal directly?we can't define the signal as x and y inputs!!

Updates

1.1.0.0

Change title

1.1.0.0

Change in function name as it was conflicting with a built-in function

1.1.0.0

Title made shorter

MATLAB Release Compatibility
Created with R2014b
Compatible with any release
Platform Compatibility
Windows macOS Linux