Adaptive step-size minor component extraction algorithm

被引:7
|
作者
Ouyang, S [1 ]
Bao, Z [1 ]
Liao, G [1 ]
机构
[1] Xidian Univ, Key Lab Radar Signal Proc, Xian 710071, Shaanxi, Peoples R China
关键词
D O I
10.1049/el:19990351
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
An information criterion is introduced for extracting the minor component associated with the covariance matrix of an input process. An adaptive stepsize learning: algorithm (ASMCEX) is proposed. The analysis shows that the ASMCEX algorithm has an equilibrium point. The simulations show that the ASMCEX algorithm can improve the convergence speed significantly.
引用
收藏
页码:443 / 444
页数:2
相关论文
共 50 条
  • [31] Performance Analysis of Adaptive Step-Size Sign-Newton Algorithm
    Koike, Shin'ichi
    2015 INTERNATIONAL CONFERENCE ON ADVANCED TECHNOLOGIES FOR COMMUNICATIONS (ATC), 2015, : 32 - 37
  • [32] Optimal robust adaptive LMS algorithm without adaptation step-size
    Abu-Ella, Omar Ali
    El-Jabu, Bashir
    2008 GLOBAL SYMPOSIUM ON MILLIMETER WAVES, 2008, : 249 - 251
  • [33] Frequency-Domain Adaptive Filter Algorithm with Switching Step-Size
    Li, Zhiyuan
    Yu, Yi
    Li, Ke
    He, Hongsen
    de Lamare, R. C.
    CIRCUITS SYSTEMS AND SIGNAL PROCESSING, 2025, 44 (01) : 513 - 533
  • [34] Adaptive step-size natural gradient algorithm based on separating state
    Wu Jinsong
    Li Guangbiao
    Proceedings of the First International Symposium on Test Automation & Instrumentation, Vols 1 - 3, 2006, : 1325 - 1329
  • [35] A variable step-size pre-filter-bank adaptive algorithm
    Liu, T
    Gazor, S
    IEEE TRANSACTIONS ON SPEECH AND AUDIO PROCESSING, 2005, 13 (05): : 905 - 916
  • [36] Adaptive Step-Size Natural Gradient ICA Algorithm with Weighted Orthogonalization
    Tang, Xingjia
    Zhang, Xiufang
    Ye, Jimin
    CIRCUITS SYSTEMS AND SIGNAL PROCESSING, 2014, 33 (01) : 211 - 221
  • [37] A new CMA blind equalization algorithm based on adaptive step-size
    Zhang, X
    Liu, T
    Zhang, LY
    ISTM/2003: 5TH INTERNATIONAL SYMPOSIUM ON TEST AND MEASUREMENT, VOLS 1-6, CONFERENCE PROCEEDINGS, 2003, : 1067 - 1070
  • [38] Adaptive Step-Size Natural Gradient ICA Algorithm with Weighted Orthogonalization
    Xingjia Tang
    Xiufang Zhang
    Jimin Ye
    Circuits, Systems, and Signal Processing, 2014, 33 : 211 - 221
  • [39] A new variable step-size equivariant adaptive source separation algorithm
    Xic, Xiaofu
    Shi, Qingyan
    Wu, Renbiao
    2007 ASIA-PACIFIC CONFERENCE ON COMMUNICATIONS, 2007, : 479 - 482
  • [40] A Variable Step-Size Adaptive Algorithm under Maximum Correntropy Criterion
    Wang, Ren
    Chen, Badong
    Zheng, Nanning
    Principe, Jose C.
    2015 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2015,