A new adaptive blind channel identification algorithm

被引：2
|
作者：
Peng, Dezhong [2 ]
Xiang, Yong [1 ]
Yi, Zhang [2 ]
机构：
[1] Deakin Univ, Sch Informat Technol & Engn, Geelong, Vic 3217, Australia
[2] Univ Elect Sci & Technol China, Computat Intelligence Lab, Sch Engn & Comp Sci, Chengdu 610054, Peoples R China
来源：
CHAOS SOLITONS & FRACTALS | 2009年 / 41卷 / 01期
基金：
美国国家科学基金会; 澳大利亚研究理事会;
关键词：
CONVERGENCE ANALYSIS; LEARNING ALGORITHM; NEURAL-NETWORKS; STABILITY; CONSTANT; PCA; MCA;
D O I：
10.1016/j.chaos.2008.01.002
中图分类号：
O1 [数学];
学科分类号：
0701 ; 070101 ;
摘要：
This paper addresses the blind identification of single-input multiple-output (SIMO) finite-impulse-response (FIR.) systems. We first propose a new adaptive algorithm for the blind identification of SIMO FIR systems. Then, its convergence property is analyzed systematically. It is shown that under some mild conditions, the proposed algorithm is guaranteed to converge in the mean to the true channel impulse responses in both noisy and noiseless cases. Simulations are carried out to demonstrate the theoretical results. (C) 2008 Elsevier Ltd. All rights reserved.
引用
收藏
页码：354 / 359
页数：6
相关论文
共 50 条
  • [21] Blind IIR channel identification using an iterative deterministic algorithm
    Wang, BY
    Zheng, WX
    ISSPA 2005: The 8th International Symposium on Signal Processing and its Applications, Vols 1 and 2, Proceedings, 2005, : 443 - 446
  • [22] A novel mobile OFDM system blind channel identification algorithm
    Kong, De-Jin
    Yao, Xiao-Ling
    Qiao, Bin-Qin
    Journal of Convergence Information Technology, 2012, 7 (18) : 123 - 130
  • [23] Revisiting the linear prediction algorithm for blind channel equalization and identification
    Gazzah, H
    2004 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOL IV, PROCEEDINGS: AUDIO AND ELECTROACOUSTICS SIGNAL PROCESSING FOR COMMUNICATIONS, 2004, : 865 - 868
  • [24] Asymptotic comparison of two blind channel identification algorithm's
    Kristensson, M
    Ottersten, B
    FIRST IEEE SIGNAL PROCESSING WORKSHOP ON SIGNAL PROCESSING ADVANCES IN WIRELESS COMMUNICATIONS, 1997, : 361 - 364
  • [25] A Generalized Algorithm for Blind Channel Identification with Linear Redundant Precoders
    Borching Su
    P. P. Vaidyanathan
    EURASIP Journal on Advances in Signal Processing, 2007
  • [26] Blind MIMO Channel Identification Using Particle Swarm Algorithm
    Song Tao
    Xu Jiadong
    Zhang Kai
    2007 INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS, NETWORKING AND MOBILE COMPUTING, VOLS 1-15, 2007, : 444 - 447
  • [27] A fractionally spaced blind channel identification based on genetic algorithm
    Deng, AA
    Li, XL
    Xie, SL
    DYNAMICS OF CONTINUOUS DISCRETE AND IMPULSIVE SYSTEMS-SERIES A-MATHEMATICAL ANALYSIS, 2006, 13 : 1344 - 1350
  • [28] A generalized algorithm for blind channel identification with linear redundant precoders
    Su, Borching
    Vaidyanathan, P. P.
    EURASIP JOURNAL ON ADVANCES IN SIGNAL PROCESSING, 2007, 2007 (1)
  • [29] A robust adaptive blind multichannel identification algorithm for acoustic applications
    Yu, ZL
    Er, MH
    2004 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOL II, PROCEEDINGS: SENSOR ARRAY AND MULTICHANNEL SIGNAL PROCESSING SIGNAL PROCESSING THEORY AND METHODS, 2004, : 25 - 28
  • [30] A New Blind Channel Estimation Algorithm for OFDM Systems
    Fan Wei
    Gao Fei
    Xue Yanming
    PROCEEDINGS OF THE 2009 2ND INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING, VOLS 1-9, 2009, : 4905 - 4908
12345