Spectral Factorization of Polynomials using Cholesky
This Is useful for optimal control or optimal filtering problems
Spectral factorization using Cholesky decomposition
dc.dc*=a.a.rho+b.b*.q
dcn is normalised spectral factor
Uses the Toeplitz matrix approach
T.J.Moir Dec 2019
we need two polynomials b/a as in ARMAX approach for control.
no delay is not included in b polynomial - important
let m be much greater than a or b polynomial lengths eg 12
note, if q=0 then a is returned as spectral-factor UNCHANGED (NOT its mirror image in the z-plane).
The Cholesky factorization routine used is Matlab's own one but here is a way of applying it to polynomial spectral factorization.
Cita come
Tom Moir (2024). Spectral Factorization of Polynomials using Cholesky (https://www.mathworks.com/matlabcentral/fileexchange/73794-spectral-factorization-of-polynomials-using-cholesky), MATLAB Central File Exchange. Recuperato .
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1.0.0 |