Analysis of the frequency-domain block LMS algorithm

被引：0

作者：

Chan, KS ^{[1
]}

Farhang-Boroujeny, B ^{[1
]}

机构：

[1] Natl Univ Singapore, EE Dept, Singapore 119260, Singapore

来源：

2000 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, PROCEEDINGS, VOLS I-VI | 2000年

关键词：

D O I：

暂无

中图分类号：

O42 [声学];

学科分类号：

070206 ; 082403 ;

摘要：

in this paper, we present a new rigorous analysis of the FBLMS algorithm. We derive the equations which control the expected convergence of the FBLMS algorithm and then go oil to analyze the eigenvalues of the matrix which controls the convergence behaviour of the FBLMS algorithm. Using Gerschgorin's theorem, we then show that all the eigenvalues of the normalized constrained and unconstrained FBLMS algorithms tend asymptotically towards the same value.

引用

页码：380 / 383

页数：4

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