function [tfr,dgr,gam]=tfrgabor(sig,N,q,h,trace)%TFRGABOR Gabor representation of a signal.%	[TFR,DGR,GAM]=TFRGABOR(SIG,N,Q,H,TRACE) computes the Gabor%	representation  of signal X, for a given synthesis window H, on a%	rectangular grid of size (N,M) in the time-frequency plane. M and N%	must be such that %			N1 = M * N / Q %	where N1=length(X) and Q is an integer corresponding to the %	degree of oversampling.%%	SIG : signal to be analyzed (length(SIG)=N1).%	N   : number of Gabor coefficients in time (N1 must be a multiple%	      of N)          	    (default : divider(N1)). %	Q   : degree of oversampling ; must be a divider of N %				    (default : Q=divider(N)).%	H   : synthesis window, which was originally chosen as a Gaussian%	      window by Gabor. Length(H) should be as closed as possible%	      from N, and must be >=N (default : Gauss(N+1)).%	      H must be of unit energy, and CENTERED. %	TRACE : if nonzero, the progression of the algorithm is shown%	                                 (default : 0).%	TFR : Square modulus of the Gabor coefficients. When%	      called  without output arguments, TFRGABOR runs TFRQVIEW.%	DGR : Gabor coefficients (complex values). %	GAM : biorthogonal (dual frame) window associated to H.% %       If Q=1, the time-frequency plane (TFP) is critically%	 sampled, so there is no redundancy in the TFP.%	If Q>1, the TFP is oversampled, allowing a greater%	 numerical stability of the algorithm. %%	Example :%	 sig=fmlin(128); %	 tfrgabor(sig,64,32); %%	See also all the time-frequency representations listed in%	 the file CONTENTS (TFR*).%	O. Lemoine, October 1995 - February 1996.%	Copyright (c) 1996 by CNRS (France).%%	------------------- CONFIDENTIAL PROGRAM -------------------- %	This program can not be used without the authorization of its%	author(s). For any comment or bug report, please send e-mail to %	f.auger@ieee.org%%	References : %	  o Zibulski, Zeevi "Oversampling in the Gabor Scheme"%	    IEEE Trans. on Signal Processing, Vol 41, No 8, August 1993%	    PP 2679-87%	  o Wexler, Raz "Discrete Gabor Expansions"%	    Signal Processing, Vol 21, No 3, pp. 207-221, Nov 1990		N1=length(sig);if N1<=2,  error('sig must have at least 3 elements');elseif nargin<1,  error('The number of parameters must be at least one');elseif nargin==1,  N=divider(N1); q=divider(N); h=tftb_window(odd(N),'Gauss'); trace=0;elseif nargin==2,  q=divider(N); h=tftb_window(odd(N),'Gauss'); trace=0;elseif nargin==3,  h=tftb_window(odd(N),'Gauss'); trace=0;elseif nargin==4,  trace=0;endif N<=1|N>=N1,  error('N must be between 2 and N1-1');elseif rem(N1,N)~=0,  error('N must be a divider of N1');elseif rem(N,q)~=0,  error('Q must be a divider of N');endh=h/norm(h);% Initializationsif trace, disp('Gabor representation'); end;[xrow,xcol]=size(sig);[wrow,wcol]=size(h);if xrow>xcol, sig=sig.';elseif wrow>wcol, h=h.';endM=q*N1/N;Mb=N1/N;        % frequency-shift between two Gabor coefficientsNb=N1/M;        % time-shift between two Gabor coefficients% Zak transform of hNh=length(h);if rem(Nh,2)==0, error('H must have an odd length');end% Time shift to be correctly localized in time :alpha=round((2*N1/N-1-Nh)/(2*q));hN1=zeros(N1,1); hN1(round((N1-(Nh-1))/2)-alpha:round((N1+Nh-1)/2)-alpha)=h;	DZTh=zeros(M,Nb);Msig=reshape(hN1,Nb,M);DZTh=fft(Msig.')/sqrt(M);% Sum of elements of h-zak transformMzh=zeros(M,Nb);x=(1:M);for l=0:q-1, mod=modulo(x-l*M/q,M); Mzh=Mzh+abs(DZTh(mod,:)).^2;end[ind1,ind2]=find(Mzh<eps);for l=1:length(ind1), Mzh(ind1(l),ind2(l))=1;end % Zak transform of the biorthogonal (dual frame) window gamDZTgam=zeros(M,Nb);DZTgam=DZTh./Mzh;gam=real(izak(DZTgam))/N1;% Computation of the Gabor coefficients from the dual frame windowdgr=zeros(M,N);tfr=zeros(M,N);k=1:N1;dgrN1=zeros(N1,N); for n=1:N,  if trace, disprog(n,N,10); end; indice=modulo(k-n*M/q,N1); dgrN1(:,n)=fft(sig.*fftshift(gam(indice)')).';enddgr=dgrN1(1:Nb:N1,:);tfr=abs(dgr).^2;t=1:M/q:N1;if (nargout==0), tfrqview(tfr,sig.',t,'tfrgabor',N,q,h);end;