function d=gabframediag(g,a,M,L,varargin)
%GABFRAMEDIAG Diagonal of Gabor frame operator
% Usage: d=gabframediag(g,a,M,L);
% d=gabframediag(g,a,M,L,'lt',lt);
%
% Input parameters:
% g : Window function.
% a : Length of time shift.
% M : Number of channels.
% L : Length of transform to do.
% lt : Lattice type (for non-separable lattices).
% Output parameters:
% d : Diagonal stored as a column vector
%
% GABFRAMEDIAG(g,a,M,L) computes the diagonal of the Gabor frame operator
% with respect to the window g and parameters a and M. The
% diagonal is stored a as column vector of length L.
%
% The diagonal of the frame operator can for instance be used as a
% preconditioner.
%
% See also: dgt
%
% Url: http://ltfat.github.io/doc/gabor/gabframediag.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/>.
if nargin<4
error('%s: Too few input parameters.',upper(mfilename));
end;
definput.keyvals.lt=[0 1];
definput.flags.phase={'freqinv','timeinv'};
[flags,kv]=ltfatarghelper({},definput,varargin);
% ----- 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;
%% ----- step 3 : Determine the window
[g,info]=gabwin(g,a,M,L,kv.lt,'callfun',upper(mfilename));
if L<info.gl
error('%s: Window is too long.',upper(mfilename));
end;
%% compute the diagonal
glong2=abs(fir2long(g,L)).^2;
N=L/a;
d=zeros(L,1,assert_classname(glong2));
% The diagonal is a-periodic, so compute a single period by summing up
% glong2 in slices.
d=repmat(sum(reshape(glong2,a,N),2),N,1)*M;