Adaptive filtering based on recursive minimum error entropy criterion

被引：30
作者：
Wang, Gang [1 ]
Peng, Bei [2 ]
Feng, Zhenyu [2 ]
Yang, Xinyue [1 ]
Deng, Jing [2 ]
Wang, Nianci [2 ]
机构：
[1] Univ Elect Sci & Technol China, Sch Informat & Commun Engn, Chengdu 611731, Peoples R China
[2] Univ Elect Sci & Technol China, Sch Mech & Elect Engn, Chengdu 611731, Peoples R China
来源：
SIGNAL PROCESSING | 2021年 / 179卷
基金：
中国国家自然科学基金;
关键词：
Adaptive filtering; Mean square error (MSE); Minimum error entropy (MEE); Recursive least square (RLS); Recursive minimum error entropy (RMEE); NOISE; CANCELLATION; CONVERGENCE; ALGORITHM;
D O I：
10.1016/j.sigpro.2020.107836
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：
In this paper, a robust adaptive algorithm, called recursive minimum error entropy, is derived under the minimum error entropy criterion. The new algorithm can perform robustly under impulsive noise. Theoretical analyses and numerical simulations revealed that the new algorithm performs better than the recursive least squares and recursive maximum correntropy algorithm. (C) 2020 Elsevier B.V. All rights reserved.
引用
收藏
页数：6
相关论文
共 50 条
  • [41] THE RECURSIVE HESSIAN SKETCH FOR ADAPTIVE FILTERING
    Scheibler, Robin
    Vetterli, Martin
    2016 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING PROCEEDINGS, 2016, : 171 - 175
  • [42] Error Analysis of Localization Based on Minimum-Error Entropy With Fiducial Points
    Mitra, Rangeet
    Kaddoum, Georges
    Dahman, Ghassan
    Poitau, Gwenael
    IEEE COMMUNICATIONS LETTERS, 2021, 25 (04) : 1187 - 1191
  • [43] Parametric Minimum Error Entropy Criterion: A Case Study in Blind Sensor Fusion and Regression Problems
    Lopez, Carlos Alejandro
    Riba, Jaume
    IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2024, 72 : 5091 - 5106
  • [44] Additive Non-Gaussian Noise Channel Estimation by Using Minimum Error Entropy Criterion
    Heravi, Ahmad Reza
    Hodtani, Ghosheh Abed
    PROCEEDINGS OF THE 2017 7TH INTERNATIONAL CONFERENCE ON COMPUTER AND KNOWLEDGE ENGINEERING (ICCKE), 2017, : 181 - 186
  • [45] Diffusion Generalized Minimum Total Error Entropy Algorithm
    Cai, Peng
    Lin, Dongyuan
    Qian, Junhui
    Zheng, Yunfei
    Wang, Shiyuan
    IEEE SIGNAL PROCESSING LETTERS, 2025, 32 : 751 - 755
  • [46] Research on total least squares method based on error entropy criterion
    Wang, Ben
    Kong, Xiangyu
    Huang, Wei
    Cao, Zehao
    PROCEEDINGS OF THE 2ND INTERNATIONAL CONFERENCE ON MECHATRONICS ENGINEERING AND INFORMATION TECHNOLOGY (ICMEIT 2017), 2017, 70 : 496 - 503
  • [47] FLEXIBLE ADAPTIVE FILTERING BY MINIMIZATION OF ERROR ENTROPY BOUND AND ITS APPLICATION TO SYSTEM IDENTIFICATION
    Li, Xi-Lin
    Adali, Tuelay
    2010 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, 2010, : 1886 - 1889
  • [48] Applying adaptive recursive filtering to system identification
    Wang, FL
    An, LL
    An, LN
    Xu, YX
    ICSP '96 - 1996 3RD INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, PROCEEDINGS, VOLS I AND II, 1996, : 250 - 253
  • [49] Minimum Gaussian Entropy Based Distortionless Adaptive Beamforming Algorithms
    Xia, Guoqing
    Xia, Wei
    Yu, Hao
    IEEE SIGNAL PROCESSING LETTERS, 2021, 28 : 603 - 607
  • [50] Robust Hammerstein Adaptive Filtering under Maximum Correntropy Criterion
    Wu, Zongze
    Peng, Siyuan
    Chen, Badong
    Zhao, Haiquan
    ENTROPY, 2015, 17 (10) : 7149 - 7166
12345