📄 getar0.m
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function [a0,A0] = getar0(S,P,NTR,NN);
% GETAR0 calculates average AR parameters for initialization of
% AAR estimation
%
% C0 = getar0(S,P,NTR,NN);
% S signal
% P list of model orders
% NTR number of realizations
% NN length each segment
% C0 extended covarance matrix (contains a0 and A0)
%
% [a0,A0] = getar0(...); % in future this will become obsolete
% a0 average AR-parameters
% A0 covariance
% $Revision: 1.3 $
% $Id: getar0.m,v 1.3 2003/07/12 00:05:58 schloegl Exp $
% Copyright (c) 1996-2003 by Alois Schloegl
% e-mail: a.schloegl@ieee.org
% 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 2
% 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, write to the Free Software
% Foundation, Inc., 59 Temple Place - Suite 330, Boston, MA 02111-1307, USA.
S = S(:);
tmp= floor(rand(1,NTR)*(length(S)-NN));
z0 = zeros(NTR,NN);
for k = 1:length(tmp),
z0(k,:) = S(tmp(k) + (1:NN))';
end;
[MX,pe] = durlev(acovf(z0,max(P)));
for k=1:length(P),
a = MX(:,P(k)*(P(k)-1)/2+(1:P(k)));
if nargout<2,
a0{k} = covm(a,'E');
else % OBSOLETE
a0{k} = mean(a);
A0{k} = covm(a,'D');
end;
end;
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