lmax.m

Find local maxima in matlab

function [lmval,indd]=lmax(xx,filt)
%LMAX 	[lmval, indd]=lmax(xx,filt). Find local maxima in vector XX,where
%	LMVAL is the output vector with maxima values, INDD  is the 
%	corresponding indexes, FILT is the number of passes of the small
%	running average filter in order to get rid of small peaks.  Default
%	value FILT =0 (no filtering). FILT in the range from 1 to 3 is 
%	usially sufficient to remove most of a small peaks
%	For example:
%	xx=0:0.01:35; y=sin(xx) + cos(xx ./3); 
%	plot(xx,y); grid; hold on;
%	[b,a]=lmax(y,2)
%	 plot(xx(a),y(a),'r+')
%	see also LMIN, MAX, MIN
	
%**************************************************|
% 	Serge Koptenko, Guigne International Ltd., |
%	phone [phone], fax [phone]     |
%--------------06/03/97----------------------------|

x=xx;
len_x = length(x);
	fltr=[1 1 1]/3;
  if nargin <2, filt=0; 
	else
x1=x(1); x2=x(len_x); 
	for jj=1:filt,
	c=conv(fltr,x);
	x=c(2:len_x+1);
	x(1)=x1;  
        x(len_x)=x2; 
	end
  end
lmval=[]; indd=[];
i=2;		% start at second data point in time series
    while i < len_x-1,
	if x(i) > x(i-1)
	   if x(i) > x(i+1)	% definite max
lmval =[lmval x(i)];
indd = [ indd i];
	   elseif x(i)==x(i+1)&x(i)==x(i+2)	% 'long' flat spot
%lmval =[lmval x(i)];  	%1   comment these two lines for strict case
%indd = [ indd i];	%2 when only  definite max included
i = i + 2;  		% skip 2 points
	   elseif x(i)==x(i+1)	% 'short' flat spot
%lmval =[lmval x(i)];	%1   comment these two lines for strict case
%indd = [ indd i];	%2 when only  definite max included
i = i + 1;		% skip one point
	   end
	end
	i = i + 1;
    end
if filt>0 & ~isempty(indd),
	if (indd(1)<= 3)|(indd(length(indd))+2>length(xx)), 
	   rng=1;	%check if index too close to the edge
	else rng=2;
	end
	  for ii=1:length(indd), 	% Find the real maximum value
	    [val(ii) iind(ii)] = max(xx(indd(ii) -rng:indd(ii) +rng));
	    iind(ii)=indd(ii) + iind(ii)  -rng-1;
	  end
  indd=iind; lmval=val;
else
end