Eigenvector algorithms incorporated with reference systems for solving blind deconvolution of MIMO-IIR linear systems

被引:17
作者
Kawamoto, Mitsuru [1 ]
Kohno, Kiyotaka
Inouye, Yujiro
机构
[1] Natl Inst Adv Ind Sci & Technol, Tsukuba 3058568, Japan
[2] RIKEN, Biomimet Control Res Ctr, Lab Biolog Integrat Sensors, Nagoya, Aichi 4630003, Japan
[3] Shimane Univ, Dept Elect & Control Syst Engn, Shimane 6908504, Japan
关键词
blind deconvolution; blind signal processing; eigenvector algorithms; multiple-input multiple-output infinite impulse response (MIMO-IIR) channels; reference systems;
D O I
10.1109/LSP.2007.906225
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
This letter presents an eigenvector algorithm (EVA) for blind deconvolution (BD) of multiple-input multiple-output infinite impulse response (MIMO-IIR) channels (convolutive mixtures), using the idea of reference signals. Differently from the conventional researches on EVAs, the proposed EVA utilizes only one reference signal for recovering all the source signals simultaneously. Computer simulations are presented for demonstrating the effectiveness of the proposed algorithm.
引用
收藏
页码:996 / 999
页数:4
相关论文
共 14 条
  • [1] Source separation contrasts using a reference signal
    Adib, A
    Moreau, E
    Aboutajdine, D
    [J]. IEEE SIGNAL PROCESSING LETTERS, 2004, 11 (03) : 312 - 315
  • [2] Jacobi angles for simultaneous diagonalization
    Cardoso, JF
    Souloumiac, A
    [J]. SIAM JOURNAL ON MATRIX ANALYSIS AND APPLICATIONS, 1996, 17 (01) : 161 - 164
  • [3] Quadratic higher urder criteria for iterative blind separation of a MIMO convolutive mixture of sources
    Castella, Marc
    Rhioui, Saloua
    Moreau, Eric
    Pesquet, Jean-Christophe
    [J]. IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2007, 55 (01) : 218 - 232
  • [4] CLEMENTE RM, 2004, SIGNAL PROCESS, V84, P1201
  • [5] AUTOREGRESSIVE MODEL-FITTING FOR MULTICHANNEL TIME-SERIES OF DEGENERATE RANK - LIMIT PROPERTIES
    INOUYE, Y
    [J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS, 1985, 32 (03): : 252 - 259
  • [6] A CLOSED-FORM SOLUTION TO BLIND EQUALIZATION
    JELONNEK, B
    KAMMEYER, KD
    [J]. SIGNAL PROCESSING, 1994, 36 (03) : 251 - 259
  • [7] KAWAMOTO M, 2007, P ISCAS 2007, P3486
  • [8] KAWAMOTO M, 2006, P ICASSP 2006 MAY, V5, P841
  • [9] Eigenvalue problem approach to the blind source separation: Optimization with a reference signal
    Ko, JY
    Ho, MC
    Chern, JL
    Hsu, RR
    Wang, CS
    [J]. PHYSICAL REVIEW E, 1998, 58 (04): : 4872 - 4882
  • [10] Kohno K, 2004, 2004 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS, VOL 5, PROCEEDINGS, P680