?? trispect.m
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function [Tspec,waxis] = trispect (ma, ar, nfft, f3)
%TRISPECT Theoretical trispectrum of an ARMA model: 2-D slice
% [Tspec,waxis] = trispect (ma, ar, nfft, f3)
% ma - ma parameter vector
% ar - ar parameter vector [default: [1]]
% nfft - FFT length [default: 512]
% f3 - fixed frequency of third argument; default value is 0.
% nominal range is [-0.5,0.5]
% Tspec - Trispectrum of ARMA model, an nfft by nfft array
% with axes pointing down and right
% Contains the trispectrum S3(f1,f2,f3), where
% f3 is fixed.
% waxis - frequency axis associated with the rows/columns of Tspec
% Copyright (c) 1991-2001 by United Signals & Systems, Inc.
% $Revision: 1.6 $
% A. Swami January 20, 1995
% RESTRICTED RIGHTS LEGEND
% Use, duplication, or disclosure by the Government is subject to
% restrictions as set forth in subparagraph (c) (1) (ii) of the
% Rights in Technical Data and Computer Software clause of DFARS
% 252.227-7013.
% Manufacturer: United Signals & Systems, Inc., P.O. Box 2374,
% Culver City, California 90231.
%
% This material may be reproduced by or for the U.S. Government pursuant
% to the copyright license under the clause at DFARS 252.227-7013.
% --------------
if (exist('ma') ~= 1)
error('insufficient number of parameters')
end
q = length(ma)-1;
if (exist('ar') ~= 1) ar = 1; end
p = length(ar)-1;
pq = max(p,q) + 1;
if (exist('nfft') ~= 1) nfft = max(2^nextpow2(pq), 512); end
nfft = max(nfft, 2^nextpow2(pq) );
if (exist('f3') ~= 1) f3 = 0; end
f3 = rem(f3,1); f3 = f3 + (f3 < -1/2) - (f3 > 1/2);
ind = rem (fix(f3*nfft), nfft);
ind = ind + nfft * (ind < 0);
% ---------------
Xf = freqz(ma,ar,nfft,'whole') ;
Xfc = conj(Xf);
colind = rem( [1:nfft] + ind-1, nfft) + 1;
rowind = rem( [nfft,1:nfft-1]+ind-1, nfft) + 1;
Tspec = Xf(ind+1) * (Xf * Xf') .* hankel(Xfc(colind),Xfc(rowind));
Tspec = fftshift(Tspec); % center the origin; normal axes
if (rem(nfft,2) == 0)
waxis = [-nfft/2:nfft/2-1]'/nfft;
else
waxis = [-(nfft-1)/2:(nfft-1)/2]'/nfft;
end
%contour(abs(Tspec),6,waxis,waxis),grid
contour(waxis,waxis,abs(Tspec),6), grid on
title(['Sliced Trispectrum, f3 = ',num2str(f3),' Hz'])
% It is fun to create a movie as follows:
% ma = [1 -1]; ar = [1 -0.8 0.65]; nfft = 64;
% n = 10; M = moviein(2*n+1);
% for k=-n:n
% trispect(ma,ar,nfft,k/(2*n));
% M(:,k+n+1) = getframe;
% end
% movie(M)
% clear M
% compare the f3=0 slice with bispect output.
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