Blind deconvolution algorithms for MIMO-FIR channels driven by white but fourth-order colored signals

被引:0
|
作者
Kawamoto, M [1 ]
Inouye, Y [1 ]
Liu, RW [1 ]
机构
[1] Shimane Univ, Dept Elect & Control Syst, Matsue, Shimane 6908504, Japan
关键词
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper deals with the blind deconvolution problem of MIMO-FIR channels driven by source signals which are temporally second-order uncorrelated but fourth-order correlated and spatially second- and fourth-order uncorrelated. Recently, we proposed a criterion for solving the blind deconvolution problem [8], [9]. However, we have not yet shown an algorithm to implement our proposed criterion. One of our objectives in the present paper is to propose an iterative algorithm for achieving the blind deconvolution by using this criterion. To achieve this objective, we consider an approach caned the non-deflation method. We propose an iterative algorithm based on the method. Moreover, we present a deflation algorithm using this criterion for the blind separation of MIMO constant channels.
引用
收藏
页码:1202 / 1206
页数:3
相关论文
共 38 条
  • [1] A deflation algorithm for the blind deconvolution of MIMO-FIR channels driven by fourth-order colored signals
    Kawamoto, M
    Inouye, Y
    Mansour, A
    Liu, RW
    [J]. 2002 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS I-IV, PROCEEDINGS, 2002, : 1653 - 1656
  • [2] Blind deconvolution of MIMO-FIR channels driven by colored inputs using second-order statistics
    Kawamoto, M
    Inouye, Y
    [J]. PROCEEDINGS OF THE 2003 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS, VOL III: GENERAL & NONLINEAR CIRCUITS AND SYSTEMS, 2003, : 48 - 51
  • [3] Equivariant blind deconvolution of MIMO-FIR channels
    Gorokhov, A
    Cardoso, JF
    [J]. FIRST IEEE SIGNAL PROCESSING WORKSHOP ON SIGNAL PROCESSING ADVANCES IN WIRELESS COMMUNICATIONS, 1997, : 89 - 92
  • [4] Blind deconvolution of MIMO-FIR systems with colored inputs using second-order statistics
    Kawamoto, M
    Inouye, Y
    [J]. IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES, 2003, E86A (03) : 597 - 604
  • [5] Blind identifiability conditions of FIR MIMO channels driven by colored signals
    Hua, YB
    An, SJ
    [J]. CONFERENCE RECORD OF THE THIRTY-FOURTH ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS & COMPUTERS, 2000, : 1578 - 1581
  • [6] A deflation algorithm for the blind source-factor separation of MIMO-FIR channels driven by colored sources
    Kawamoto, M
    Inouye, Y
    [J]. IEEE SIGNAL PROCESSING LETTERS, 2003, 10 (11) : 343 - 346
  • [7] Blind equalization of MINIO-FIR channels driven by white but higher order colored source signals
    Liu, RW
    Inouye, Y
    [J]. IEEE TRANSACTIONS ON INFORMATION THEORY, 2002, 48 (05) : 1206 - 1214
  • [8] Blind separation and deconvolution of MIMO-FIR system with colored sound inputs using SIMO-model-based ICA
    Saruwatari, H
    Yamajo, H
    Takatani, T
    Nishikawa, T
    Shikano, K
    [J]. PROCEEDINGS OF THE 2003 IEEE WORKSHOP ON STATISTICAL SIGNAL PROCESSING, 2003, : 438 - 441
  • [9] Blind receiver scheme for spatial multiplexing over MIMO-FIR channels
    Zhang, Z
    Uysal, M
    Lin, XK
    [J]. VTC2004-FALL: 2004 IEEE 60TH VEHICULAR TECHNOLOGY CONFERENCE, VOLS 1-7: WIRELESS TECHNOLOGIES FOR GLOBAL SECURITY, 2004, : 1420 - 1425
  • [10] Blind equalization of SIMO FIR channels driven by colored signals with unknown statistics
    Fang, Jun
    Leyman, A. Rahim
    Chew, Yong Huat
    [J]. IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2006, 54 (06) : 1998 - 2008