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
  • [21] On optimal estimations with minimum error entropy criterion
    Chen, Badong
    Zhu, Yu
    Hu, Jinchun
    Zhang, Ming
    JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 2010, 347 (02): : 545 - 558
  • [22] Broad learning system based on the quantized minimum error entropy criterion
    Simin Zhang
    Zhulin Liu
    C. L. Philip Chen
    Science China Information Sciences, 2022, 65
  • [23] Quantized kernel recursive minimum error entropy algorithm
    Jiang, Wang
    Gao, Yuyi
    He, Yue
    Chen, Shanmou
    ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2023, 121
  • [24] Restricted Minimum Error Entropy Criterion for Robust Classification
    Li, Yuanhao
    Chen, Badong
    Yoshimura, Natsue
    Koike, Yasuharu
    IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 33 (11) : 6599 - 6612
  • [25] Adaptive filtering under minimum information divergence criterion
    Badong Chen
    Yu Zhu
    Jinchun Hu
    Zengqi Sun
    International Journal of Control, Automation and Systems, 2009, 7 : 157 - 164
  • [26] Recursive Constrained Maximum Correntropy Criterion Algorithm for Adaptive Filtering
    Qian, Guobing
    Ning, Xiaohan
    Wang, Shiyuan
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, 2020, 67 (10) : 2229 - 2233
  • [27] Smoothed least mean p-power error criterion for adaptive filtering
    Chen, Badong
    Xing, Lei
    Wu, Zongze
    Liang, Junli
    Principe, Jose C.
    Zheng, Nanning
    DIGITAL SIGNAL PROCESSING, 2015, 40 : 154 - 163
  • [28] Minimum total complex error entropy for adaptive filter
    Qian, Guobing
    Liu, Junzhu
    Qiu, Chen
    Iu, Herbert Ho-Ching
    Qian, Junhui
    Wang, Shiyuan
    EXPERT SYSTEMS WITH APPLICATIONS, 2024, 237
  • [29] Minimum Total Quaternion Error Entropy Filtering With Fiducial Points Against Asymmetric Noise
    Lin, Dongyuan
    Cai, Peng
    Chen, Xiaofeng
    Zheng, Yunfei
    Wang, Shiyuan
    IEEE SIGNAL PROCESSING LETTERS, 2025, 32 : 306 - 310
  • [30] An Extended Result on the Optimal Estimation Under the Minimum Error Entropy Criterion
    Chen, Badong
    Wang, Guangmin
    Zheng, Nanning
    Principe, Jose C.
    ENTROPY, 2014, 16 (04) : 2223 - 2233
12345