Frequency-domain adaptive filtering - A set-membership approach

被引：0
|
作者：
Guo, L [1 ]
Ekpenyong, A [1 ]
Huang, YF [1 ]
机构：
[1] Univ Notre Dame, Dept Elect Engn, Notre Dame, IN 46556 USA
来源：
CONFERENCE RECORD OF THE THIRTY-SEVENTH ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS & COMPUTERS, VOLS 1 AND 2 | 2003年
关键词：
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
Frequency-domain adaptive filtering has been shown to have the advantage of low complexity compared to its time-domain counterpart. In this paper, a frequency-domain Set-Membership Normalized Least-Mean-Square (F-SM-NLMS) algorithm is derived, and shown to have better performance (in terms of convergence and bit error rate (BER)) and less updates than frequency-domain Normalized Least-Mean-Square (F-NLMS) algorithm. We also propose an updator-sharing scheme to reduce filter complexity of frequency-domain adaptive filtering. The results show significant savings in complexity with little compromise of performance.
引用
收藏
页码：2073 / 2077
页数：5
相关论文
共 50 条
  • [21] Set-membership subband adaptive filters
    Abadi, Mohammad Shams Esfand
    Husoy, John Hakon
    2008 3RD INTERNATIONAL SYMPOSIUM ON COMMUNICATIONS, CONTROL AND SIGNAL PROCESSING, VOLS 1-3, 2008, : 193 - +
  • [22] Set-membership filtering for systems with sensor saturation
    Yang, Fuwen
    Li, Yongmin
    AUTOMATICA, 2009, 45 (08) : 1896 - 1902
  • [23] Set-Membership Filtering with Quadratic Inequality Constraints
    Li, Xiaowei
    Yuan, Xuedong
    Meng, Fanqin
    Liao, Yiwei
    Liu, Haiqi
    Zhang, Xuqi
    Shen, Xiaojing
    ICCAIS 2019: THE 8TH INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION AND INFORMATION SCIENCES, 2019,
  • [24] Quantized Set-Membership Filtering with Communication Constraints
    Yang, Fuwen
    Han, Qing-Long
    2013 IEEE INTERNATIONAL SYMPOSIUM ON INDUSTRIAL ELECTRONICS (ISIE), 2013,
  • [25] Set-membership filtering strategies for multipulse coding
    Joachim, Dale
    Salmon, Rene
    Deller, John R., Jr.
    2006 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS, VOLS 1-11, PROCEEDINGS, 2006, : 265 - +
  • [26] Set-membership identification for adaptive equalization
    Huang, YF
    Gollamudi, S
    38TH MIDWEST SYMPOSIUM ON CIRCUITS AND SYSTEMS, PROCEEDINGS, VOLS 1 AND 2, 1996, : 819 - 822
  • [27] Set-Membership Filtering Using Random Samples
    Leong, Pei Hua
    Nair, Girish N.
    2016 19TH INTERNATIONAL CONFERENCE ON INFORMATION FUSION (FUSION), 2016, : 1087 - 1094
  • [28] Set-membership adaptive filtering with parameter-dependent error bound tuning
    Guo, L
    Huang, YF
    2005 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS 1-5: SPEECH PROCESSING, 2005, : 369 - 372
  • [29] Robust Set-Membership Affine-Projection Adaptive-Filtering Algorithm
    Bhotto, Md. Zulfiquar Ali
    Antoniou, Andreas
    IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2012, 60 (01) : 73 - 81
  • [30] Frequency-Domain Adaptive Filtering in Hypercomplex Systems
    Ortolani, Francesca
    Comminiello, Danilo
    Scarpiniti, Michele
    Uncini, Aurelio
    ADVANCES IN NEURAL NETWORKS: COMPUTATIONAL INTELLIGENCE FOR ICT, 2016, 54 : 47 - 56
12345