?? minvar.m
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function Px = minvar(x,p)%MINVAR Spectrum estimation using the minimum variance method.%----%USAGE Px = minvar(x,p) %% The spectrum of a process x is estimated using the minimum% variance method (sometimes called the maximum likelihood% method).%% x : Input sequence% p : Order of the minimum variance estimate - for short% sequences, p is typically about length(x)/3%% The spectrum estimate is returned in Px using a dB scale.%%---------------------------------------------------------------% copyright 1996, by M.H. Hayes. For use with the book % "Statistical Digital Signal Processing and Modeling"% (John Wiley & Sons, 1996).%---------------------------------------------------------------% x = x(:); R = covar(x,p); [v,d]=eig(R); U = diag(inv(abs(d)+eps)); V = abs(fft(v,1024)).^2; Px = 10*log10(p)-10*log10(V*U); end;
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