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
收藏
页码：241 / 245
页数：5
相关论文
共 50 条
  • [41] Design and Implementation of A Variable Step-Size Transform Domain NLMS Adaptive Filter
    Zhao, W.
    Chan, S. C.
    TENCON 2015 - 2015 IEEE REGION 10 CONFERENCE, 2015,
  • [42] Exponentially Weighted Stepsize NLMS Adaptive Filter Based on the Statistics of a Room Impulse Response
    Makino, Shoji
    Kaneda, Yutaka
    Koizumi, Nobuo
    IEEE TRANSACTIONS ON SPEECH AND AUDIO PROCESSING, 1993, 1 (01): : 101 - 108
  • [43] Use of adaptive RLS, LMS, and NLMS algorithms for nonlinearity modeling in a modified laser interferometer
    Saeed OLYAEE
    Mohammad Shams Esfand ABADI
    Samaneh HAMEDI
    Fatemeh FINIZADEH
    Frontiers of Optoelectronics in China, 2010, 3 (03) : 264 - 269
  • [44] A formulation of the convergence property for the second-order adaptive Volterra filter using NLMS algorithm
    Takahama, Y
    Kajikawa, Y
    Nomura, Y
    ELECTRONICS AND COMMUNICATIONS IN JAPAN PART III-FUNDAMENTAL ELECTRONIC SCIENCE, 2002, 85 (10): : 40 - 50
  • [45] Design of fractional-order variants of complex LMS and NLMS algorithms for adaptive channel equalization
    Shah, Syed Muslim
    Samar, Raza
    Khan, Noor M.
    Raja, Muhammad Asif Zahoor
    NONLINEAR DYNAMICS, 2017, 88 (02) : 839 - 858
  • [46] Adaptive MIMO Channel Estimation using Sparse Variable Step-Size NLMS Algorithms
    Gui, Guan
    Xu, Li
    Shan, Lin
    Adachi, Fumiyuki
    2014 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATION SYSTEMS (ICCS), 2014, : 605 - 609
  • [47] Analysis of adaptive filter algorithms in feedback systems
    Sakai, H
    Inoue, S
    2003 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOL VI, PROCEEDINGS: SIGNAL PROCESSING THEORY AND METHODS, 2003, : 341 - 344
  • [48] COMPUTATIONAL NOISE EFFECTS ON ADAPTIVE FILTER ALGORITHMS
    ANDREWS, M
    COMPUTERS & ELECTRICAL ENGINEERING, 1983, 10 (01) : 29 - 40
  • [49] Adaptive algorithms for Weighted Myriad Filter optimization
    Kalluri, S
    Arce, GR
    1997 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS I - V: VOL I: PLENARY, EXPERT SUMMARIES, SPECIAL, AUDIO, UNDERWATER ACOUSTICS, VLSI; VOL II: SPEECH PROCESSING; VOL III: SPEECH PROCESSING, DIGITAL SIGNAL PROCESSING; VOL IV: MULTIDIMENSIONAL SIGNAL PROCESSING, NEURAL NETWORKS - VOL V: STATISTICAL SIGNAL AND ARRAY PROCESSING, APPLICATIONS, 1997, : 3809 - 3812
  • [50] A CLASS OF MODIFIED ADAPTIVE RECURSIVE FILTER ALGORITHMS
    MURALI, T
    RAO, BV
    INTERNATIONAL JOURNAL OF ELECTRONICS, 1985, 58 (05) : 867 - 870
12345