SZEGO POLYNOMIALS ASSOCIATED WITH WIENER-LEVINSON FILTERS

被引:32
作者
JONES, WB
NJASTAD, O
SAFF, EB
机构
[1] UNIV COLORADO,DEPT MATH,BOULDER,CO 80309
[2] UNIV TRONDHEIM,DEPT MATH,N-7034 TRONDHEIM,NORWAY
[3] UNIV S FLORIDA,DEPT MATH,TAMPA,FL 33620
关键词
digital filter; frequency analysis; Orthogonal polynomials;
D O I
10.1016/0377-0427(90)90044-Z
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
Szegö polynomials are studied in connection with Wiener-Levinson filters formed from discrete signals xN={xN(k)}N-1k=0. Our main interest is in the frequency analysis problem of finding the unknown frequencies ωj, when the signal is a trigonometric polynomial xN(k)= ∑ j=-I Iαjeiω. Associated with this signal is the sequence of monic Szegö polynomials {ρn(ψN; z)}∞n=0 orthogonal on the unit circle with respect to a distribution function ψN(θ). Explicit expressions for the weight function ψ′N(θ) and associated Szegö function DN(z) are given in terms of the Z-transform XN(z) of the signal xN. Several theorems are given to support the following conjecture which was suggested by numerical experiments: As N and n increase, the 2I + 1 zeros of ρn(ψN; z) of largest modulus approach the points eiω. We conclude by showing that the reciprocal polynomials ρ*n(ψN; z){colon equals}znρn(ψN; 1 z) are Padé numerators for Padé approximants (of fixed denominator degree) to a meromorphic function related to DN(z). © 1990.
引用
收藏
页码:387 / 406
页数:20
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