A family of flexible NLMS-type adaptive filter algorithms

被引：0

作者：

Husoy, John Hakon ^{[1
]}

Abadi, Mohammad Shams Esfand ^{[1
]}

机构：

[1] Univ Stavanger, Dept Elect & Comp Engn, Stavanger, Norway

来源：

2007 6TH INTERNATIONAL CONFERENCE ON INFORMATION, COMMUNICATIONS & SIGNAL PROCESSING, VOLS 1-4 | 2007年

关键词：

D O I：

暂无

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 LMS adaptive filter algorithm can be viewed as the application of a simple iterative linear equation solver to an estimated time variant Wiener-Hopf equation. With this interpretation we can utilize the "bag-of-tricks" available in numerical linear algebra in devising new adaptive filter algorithms. Making use of the preconditioning paradigm, we present in this paper a new family of NLMS-type adaptive filter Whose performance can be tailored to possible a priori knowledge of the autocorrelation properties of the input signal. The design of circulant preconditioning matrices for such adaptive filter algorithms is the main contribution of the paper.

引用

页码：241 / 245

页数：5

共 50 条

[11] Mean-Square Performance Analysis of the Family of Selective Partial Update NLMS and Affine Projection Adaptive Filter Algorithms in Nonstationary Environment
Mohammad Shams Esfand Abadi
Fatemeh Moradiani
EURASIP Journal on Advances in Signal Processing, 2011
[12] The Adaptive Step Size NLMS and FBLMS Algorithms
Wang, Peng
Liu, Kun
Guo, Xiangzhao
Zhou, Qijun
Jiang, Wei
PROCEEDINGS OF 2017 IEEE 7TH INTERNATIONAL CONFERENCE ON ELECTRONICS INFORMATION AND EMERGENCY COMMUNICATION (ICEIEC), 2017, : 308 - 311
[13] Mean-Square Performance Analysis of the Family of Selective Partial Update NLMS and Affine Projection Adaptive Filter Algorithms in Nonstationary Environment
Abadi, Mohammad Shams Esfand
Moradiani, Fatemeh
EURASIP JOURNAL ON ADVANCES IN SIGNAL PROCESSING, 2011,
[14] NLMS Adaptive FIR Filter Design Method
Zhao, Haichen
Hu, Shaolu
Li, Linhua
Wan, Xiaobo
2013 IEEE INTERNATIONAL CONFERENCE OF IEEE REGION 10 (TENCON), 2013,
[15] Adaptive combination of affine projection and NLMS algorithms
Choi, Jong Hyun
Kim, Seung Hun
Kim, Sang Woo
SIGNAL PROCESSING, 2014, 100 : 64 - 70
[16] A family of proportionate normalized subband adaptive filter algorithms
Abadi, Mohammad Shams Esfand
Kadkhodazadeh, Sima
JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 2011, 348 (02): : 212 - 238
[17] A switched variable step size NLMS adaptive filter
Bershad, Neil J.
Bermudez, Jose C. M.
DIGITAL SIGNAL PROCESSING, 2020, 101
[18] Selective block update of NLMS type algorithms
Schertler, T
PROCEEDINGS OF THE 1998 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING, VOLS 1-6, 1998, : 1717 - 1720
[19] Adaptive control of nonlinear Hammerstein model using NLMS filter
Shafiq, M
Al-Sunni, FM
Farooq, SO
ICECS 2003: PROCEEDINGS OF THE 2003 10TH IEEE INTERNATIONAL CONFERENCE ON ELECTRONICS, CIRCUITS AND SYSTEMS, VOLS 1-3, 2003, : 439 - 442
[20] Comprehensive Analysis of LMS and NLMS algorithms using Adaptive Equalizers
Teja, A.
Meghashyam, B. K.
Verma, C. Anubha
2014 INTERNATIONAL CONFERENCE ON COMMUNICATIONS AND SIGNAL PROCESSING (ICCSP), 2014,

← 1 2 3 4 5 →