H∞ bounds for quasi-Newton adaptive algorithm

被引：0

作者：

Kalyanasundaram, N. ^{[1
]}

Jindal, Abhishek ^{[1
]}

Gupta, Anindya ^{[1
]}

机构：

[1] JIIT Univ, Dept Elect & Commun Engn, Noida 201307, India

来源：

SIGNAL PROCESSING | 2009年 / 89卷 / 11期

关键词：

H-infinity norm; Positive definite; Range; Null space; Projection operator; Orthogonal complement; Solvability condition;

D O I：

10.1016/j.sigpro.2009.05.007

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：

The upper and lower bounds for the H-infinity norm of the quasi-Newton (QN) family of adaptive filtering algorithms are obtained. A simulation study of the behaviour of the bounds with respect to the iteration order and the weight-vector dimension for a practical input data model reveals that the QN family is quite robust against modelling errors and errors due to the uncertainty in the initial weight-vector assumption. (C) 2009 Elsevier B.V. All rights reserved.

引用

页码：2304 / 2309

页数：6

共 50 条

[1] Adaptive Quasi-Newton Algorithm for Remote Sensing
Wang, Jun
Yu, Wenbo
Huang, He
[J]. 2023 IEEE 12TH DATA DRIVEN CONTROL AND LEARNING SYSTEMS CONFERENCE, DDCLS, 2023, : 1233 - 1238
[2] Analysis of a quasi-Newton adaptive filtering algorithm
deCampos, MLR
Antoniou, A
[J]. ICECS 96 - PROCEEDINGS OF THE THIRD IEEE INTERNATIONAL CONFERENCE ON ELECTRONICS, CIRCUITS, AND SYSTEMS, VOLS 1 AND 2, 1996, : 848 - 851
[3] A FAST QUASI-NEWTON ADAPTIVE FILTERING ALGORITHM
MARSHALL, DF
JENKINS, WK
[J]. IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1992, 40 (07) : 1652 - 1662
[4] A new quasi-Newton adaptive filtering algorithm
deCampos, MLR
Antoniou, A
[J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-ANALOG AND DIGITAL SIGNAL PROCESSING, 1997, 44 (11): : 924 - 934
[5] An adaptive quasi-Newton algorithm for eigensubspace estimation
Kang, ZJ
Chatterjee, C
Roychowdhury, VP
[J]. IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2000, 48 (12) : 3328 - 3333
[6] QUASI-NEWTON UPDATES WITH BOUNDS
CALAMAI, PH
MORE, JJ
[J]. SIAM JOURNAL ON NUMERICAL ANALYSIS, 1987, 24 (06) : 1434 - 1441
[7] ACCELERATION OF ADAPTIVE NORMALIZED QUASI-NEWTON ALGORITHM WITH IMPROVED UPPER BOUNDS OF THE CONDITION NUMBER
Kakimoto, Kenji
Yamagishi, Masao
Yamada, Isao
[J]. 2017 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2017, : 4267 - 4271
[8] ANALYSIS OF A FAST QUASI-NEWTON ADAPTIVE FILTERING ALGORITHM
MARSHALL, DF
JENKINS, WK
[J]. ADVANCES IN COMMUNICATIONS AND SIGNAL PROCESSING, 1989, 129 : 251 - 262
[9] Fast adaptive LDA using quasi-Newton algorithm
Moghaddam, H. Abrishami
Matinfar, M.
[J]. PATTERN RECOGNITION LETTERS, 2007, 28 (05) : 613 - 621
[10] Improved Quasi-Newton Adaptive-Filtering Algorithm
Ali, Md Zulfiquar
Antoniou, Andreas
[J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 2010, 57 (08) : 2109 - 2118

← 1 2 3 4 5 →