On the Convergence Behavior of Affine Projection Algorithm with Direction Error

被引：6
|
作者：
Zhi, Yongfeng [1 ]
Zheng, Xi [1 ]
Li, Ru [1 ]
机构：
[1] Northwestern Polytech Univ, Dept Automat Control, Xian 710072, Shaanxi, Peoples R China
来源：
ASIAN JOURNAL OF CONTROL | 2014年 / 16卷 / 02期
基金：
中国国家自然科学基金;
关键词：
statistical analysis; Adaptive filter; iterated direction; affine projection algorithm; iteration error;
D O I：
10.1002/asjc.738
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
An affine projection algorithm with direction error (AP-DE) is presented to solve the nonconformity between the iterated direction of the adaptive filter and the direction caused by the iteration error. A statistical analysis model is shown to analyze the AP-DE algorithm for autoregressive input signals. Deterministic recursive equations for the mean weight error and for the mean-square error in the iterated direction are derived. We also analyze the steady-state mean-square error in the iterated direction for the AP-DE algorithm. Simulation results are provided to corroborate the analytical results.
引用
收藏
页码：530 / 538
页数：9
相关论文
共 50 条
  • [1] Convergence and Performance Analysis of the Affine Projection Algorithm with Direction Error
    ZHI Yongfeng
    SI Lei
    SHI Fuqian
    DAI Dameng
    [J]. Chinese Journal of Electronics, 2017, 26 (02) : 351 - 357
  • [2] Convergence and Performance Analysis of the Affine Projection Algorithm with Direction Error
    Zhi Yongfeng
    Si Lei
    Shi Fuqian
    Dai Dameng
    [J]. CHINESE JOURNAL OF ELECTRONICS, 2017, 26 (02) : 351 - 357
  • [3] Statistical Tracking Behavior Analysis for the Affine Projection Algorithm Based on Direction Error
    Zhi, Yongfeng
    Guo, Wenyan
    [J]. WIRELESS COMMUNICATIONS & MOBILE COMPUTING, 2021, 2021
  • [4] A Theory on the Convergence Behavior of the Affine Projection Algorithm
    Kim, Seong-Eun
    Lee, Jae-Woo
    Song, Woo-Jin
    [J]. IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2011, 59 (12) : 6233 - 6239
  • [5] On the Convergence Behavior of the Affine Projection Algorithm for Adaptive Filters
    Paul, Thomas K.
    Ogunfunmi, Tokunbo
    [J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 2011, 58 (08) : 1813 - 1826
  • [6] Convergence behavior of affine projection algorithms
    Sankaran, SG
    Beex, AA
    [J]. IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2000, 48 (04) : 1086 - 1096
  • [7] A stochastic model for the convergence behavior of the Affine Projection algorithm for Gaussian inputs
    de Almeida, SJM
    Bermudez, JCM
    Bershad, NJ
    Costa, MH
    [J]. 2003 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOL VI, PROCEEDINGS: SIGNAL PROCESSING THEORY AND METHODS, 2003, : 313 - 316
  • [8] Error Coded Affine Projection Algorithm
    Gerardo Avalos, J.
    Sanchez, Juan C.
    Velazquez, Jose
    [J]. 2013 IEEE 4TH LATIN AMERICAN SYMPOSIUM ON CIRCUITS AND SYSTEMS (LASCAS), 2013,
  • [9] Statistical convergence behavior of affine projection algorithms
    Zhi, Yongfeng
    Li, Jieliang
    Zhang, Jun
    Wang, Zhen
    [J]. APPLIED MATHEMATICS AND COMPUTATION, 2015, 270 : 511 - 526
  • [10] Error Coded Affine Projection Like Algorithm
    Rodriguez, A.
    Sanchez, J. C.
    Avalos, J. G.
    [J]. 2015 INTERNATIONAL CONFERENCE ON MECHATRONICS, ELECTRONICS, AND AUTOMOTIVE ENGINEERING (ICMEAE 2015), 2015, : 70 - 75
12345