Optimality and almost sure convergence of adaptive IIR filters with output error recursion

被引：3

作者：

Radenkovic, M ^{[1
]}

Bose, T ^{[1
]}

Mathurasai, T ^{[1
]}

机构：

[1] Univ Colorado, Dept Elect Engn, Denver, CO 80127 USA

来源：

DIGITAL SIGNAL PROCESSING | 1999年 / 9卷 / 04期

基金：

美国国家航空航天局;

关键词：

D O I：

10.1006/dspr.1999.0350

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

We consider the almost sure convergence of the adaptive IIR filter based on the output error method. It is rigorously shown that the algorithm is globally stable, parameter estimation is consistent, and perfect noise cancellation is achieved in the presence of nonstationary colored noise. Due to the complexity of the analysis, we consider the scalar case, i.e., a one-pole IIR filter. (C)1999 Academic Press.

引用

页码：315 / 328

页数：14

共 50 条

[41] A coupled LMS-LS approach to output-error adaptive IIR filtering
Mayyas, K
Aboulnasr, T
ISSPA 96 - FOURTH INTERNATIONAL SYMPOSIUM ON SIGNAL PROCESSING AND ITS APPLICATIONS, PROCEEDINGS, VOLS 1 AND 2, 1996, : 294 - 295
[42] A globally convergent modified output-error IIR adaptive filter for sufficient modelling
Mayyas, K
Aboulnasr, T
CANADIAN JOURNAL OF ELECTRICAL AND COMPUTER ENGINEERING-REVUE CANADIENNE DE GENIE ELECTRIQUE ET INFORMATIQUE, 1999, 24 (01): : 35 - 40
[43] Globally convergent modified output-error IIR adaptive filter for sufficient modelling
Department of Electrical Engineering, Jordan Univ. of Sci. and Technology, Irbid, Jordan
不详
Can J Electr Comput Eng, 1 (35-40):
[44] GLOBAL CONVERGENCE OF LANDAU OUTPUT ERROR WITH ADJUSTABLE COMPENSATOR ADAPTIVE ALGORITHM
DUGARD, L
GOODWIN, GC
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1985, 30 (06) : 593 - 595
[45] ERROR REDUCTION, CONVERGENCE AND OPTIMALITY FOR ADAPTIVE MIXED FINITE ELEMENT METHODS FOR DIFFUSION EQUATIONS
Du, Shaohong
Xie, Xiaoping
JOURNAL OF COMPUTATIONAL MATHEMATICS, 2012, 30 (05) : 483 - 503
[46] DYNAMIC CONTROL OF ADAPTIVE FILTERS CONVERGENCE MINIMIZING MEAN-SQUARE ERROR
BELINSKII, VT
KONSTANTINOVSKII, AG
KUDINOV, AV
IZVESTIYA VYSSHIKH UCHEBNYKH ZAVEDENII RADIOELEKTRONIKA, 1980, 23 (04): : 101 - 103
[47] Performance analysis of adaptive IIR notch filters based on least mean p-power error criterion
Shadaydeh, M
Kawamata, M
PROCEEDINGS OF THE 2003 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS, VOL IV: DIGITAL SIGNAL PROCESSING-COMPUTER AIDED NETWORK DESIGN-ADVANCED TECHNOLOGY, 2003, : 377 - 380
[48] Explicit numerical approximations for SDDEs in finite and infinite horizons using the adaptive EM method: Strong convergence and almost sure
Botija-Munoz, Ulises
Yuan, Chenggui
APPLIED MATHEMATICS AND COMPUTATION, 2024, 478
[49] An efficient RLS algorithm for output-error adaptive IIR filtering and its application to acoustic echo cancellation
Mohammed, Jafar Ramadhan
Singh, Gurnam
2007 IEEE SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE IN IMAGE AND SIGNAL PROCESSING, 2007, : 139 - +
[50] An Adaptive Dual MPC Scheme based on Output Error Models Parameterized using Generalized Orthonormal Basis Filters
Kumar, Kunal
Patwardhan, Sachin C.
Noronha, Santosh
IFAC PAPERSONLINE, 2017, 50 (01): : 9077 - 9082

← 1 2 3 4 5 →