function gamma=gabmixdual(g1,g2,a,M,varargin)
%GABMIXDUAL Computes the mixdual of g1
% Usage: gamma=mixdual(g1,g2,a,M)
%
% Input parameters:
% g1 : Window 1
% g2 : Window 2
% a : Length of time shift.
% M : Number of modulations.
%
% Output parameters:
% gammaf : Mixdual of window 1.
%
% GABMIXDUAL(g1,g2,a,M) computes a dual window of g1 from a mix of the
% canonical dual windows of g1 and g2.
%
% See also: gabdual, gabprojdual
%
% Demos: demo_gabmixdual
%
% References:
% T. Werther, Y. Eldar, and N. Subbana. Dual Gabor Frames: Theory and
% Computational Aspects. IEEE Trans. Signal Process., 53(11), 2005.
%
%
% Url: http://ltfat.github.io/doc/gabor/gabmixdual.html
% Copyright (C) 2005-2023 Peter L. Soendergaard <peter@sonderport.dk> and others.
% This file is part of LTFAT version 2.6.0
%
% This program is free software: you can redistribute it and/or modify
% it under the terms of the GNU General Public License as published by
% the Free Software Foundation, either version 3 of the License, or
% (at your option) any later version.
%
% This program is distributed in the hope that it will be useful,
% but WITHOUT ANY WARRANTY; without even the implied warranty of
% MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
% GNU General Public License for more details.
%
% You should have received a copy of the GNU General Public License
% along with this program. If not, see <http://www.gnu.org/licenses/>.
% AUTHOR : Peter L. Søndergaard.
% Assert correct input.
if nargin<4
error('%s: Too few input parameters.',upper(mfilename));
end;
definput.keyvals.L=[];
definput.keyvals.lt=[0 1];
definput.flags.phase={'freqinv','timeinv'};
[flags,kv,L]=ltfatarghelper({'L'},definput,varargin);
%% ------ step 2: Verify a, M and L
if isempty(L)
% Minimum transform length by default.
Ls=1;
% Use the window lengths, if any of them are numerical
if isnumeric(g1)
Ls=max(length(g1),Ls);
end;
if isnumeric(g2)
Ls=max(length(g2),Ls);
end;
% ----- step 2b : Verify a, M and get L from the window length ----------
L=dgtlength(Ls,a,M,kv.lt);
else
% ----- step 2a : Verify a, M and get L
Luser=dgtlength(L,a,M,kv.lt);
if Luser~=L
error(['%s: Incorrect transform length L=%i specified. Next valid length ' ...
'is L=%i. See the help of DGTLENGTH for the requirements.'],...
upper(mfilename),L,Luser)
end;
end;
[g1,info_g1] = gabwin(g1,a,M,L,kv.lt,'callfun',upper(mfilename));
[g2,info_g2] = gabwin(g2,a,M,L,kv.lt,'callfun',upper(mfilename));
% gm must have the correct length, otherwise dgt will zero-extend it
% incorrectly using postpad instead of fir2long
g1=fir2long(g1,L);
g2=fir2long(g2,L);
gf1=comp_wfac(g1,a,M);
gf2=comp_wfac(g2,a,M);
gammaf=comp_gabmixdual_fac(gf1,gf2,L,a,M);
gamma=comp_iwfac(gammaf,L,a,M);