📄 predict.m
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function prfilt=predict(trin,nop,nlag,stab)
% prfilt= predict(trin,nop,nlag,stab)
% prfilt= predict(trin,nop,nlag)
% prfilt= predict(trin,nop)
%
% PREDICT returns the nop long Wiener prediction filter for a
% lag of nlag time samples. The filter is designed on the input
% trace, trin, and a stab factor is included by multiplying the
% zero lag of the normalized autocorrelation by 1+stab.
%
% trin= input trace used to design the prediction operator
% nop= number of points in the prediction operator
% nlag= prediction lag distance in samples
% *********** default= 1 **************
% stab= stabilazation factor expressed as a fraction of the zero
% lag of the autocorrelation.
% ************ default= .0001 ***********
% prfilt= minimum phase Wiener prediction filter. Designed
% such that: prediction error= p.e.=>
% p.e.=trin(nlag:length(trin))-trinhat(1:length(trin)-nlag+1)
% has minimum squared length and where:
% trinhat= conv(trin,prfilt) is the predictable part of trin
%
% Re: Peacock and Treitel, Geophysics vol 34, 1968
%
% by: G.F. Margrave, July 1991
%
% NOTE: It is illegal for you to use this software for a purpose other
% than non-profit education or research UNLESS you are employed by a CREWES
% Project sponsor. By using this software, you are agreeing to the terms
% detailed in this software's Matlab source file.
% BEGIN TERMS OF USE LICENSE
%
% This SOFTWARE is maintained by the CREWES Project at the Department
% of Geology and Geophysics of the University of Calgary, Calgary,
% Alberta, Canada. The copyright and ownership is jointly held by
% its author (identified above) and the CREWES Project. The CREWES
% project may be contacted via email at: crewesinfo@crewes.org
%
% The term 'SOFTWARE' refers to the Matlab source code, translations to
% any other computer language, or object code
%
% Terms of use of this SOFTWARE
%
% 1) Use of this SOFTWARE by any for-profit commercial organization is
% expressly forbidden unless said organization is a CREWES Project
% Sponsor.
%
% 2) A CREWES Project sponsor may use this SOFTWARE under the terms of the
% CREWES Project Sponsorship agreement.
%
% 3) A student or employee of a non-profit educational institution may
% use this SOFTWARE subject to the following terms and conditions:
% - this SOFTWARE is for teaching or research purposes only.
% - this SOFTWARE may be distributed to other students or researchers
% provided that these license terms are included.
% - reselling the SOFTWARE, or including it or any portion of it, in any
% software that will be resold is expressly forbidden.
% - transfering the SOFTWARE in any form to a commercial firm or any
% other for-profit organization is expressly forbidden.
%
% END TERMS OF USE LICENSE
% set defaults
if nargin<4
stab=.0001;
end
if nargin<3
nlag=1;
end
% generate the autocorrelation
a=auto(trin,nlag+nop,0);
% stabilize the auto
a(1)=a(1)*(1.0 +stab);
a=a/a(1);
% generate the right hand side of the normal equations
b=[a(nlag+1:nlag+nop)];
% do the levinson recursion
prfilt=levrec(a(1:nop),b);
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