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
来源：
IEEE SIGNAL PROCESSING LETTERS | 2007年 / 14卷 / 12期
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 50 条
  • [1] Eigenvector algorithms for blind deconvolution of MIMO-IIR systems
    Kawamoto, Mitsuru
    Kohno, Kiyotaka
    Inouye, Yujiro
    2007 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS, VOLS 1-11, 2007, : 3486 - +
  • [2] Recently developed approaches for solving blind deconvolution of MIMO-IIR systems: Super-exponential and eigenvector methods
    Kawamoto, Mitsuru
    Inouye, Yujiro
    Kohno, Kiyotaka
    PROCEEDINGS OF 2008 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS, VOLS 1-10, 2008, : 121 - 124
  • [3] Robust eigenvector algorithms for blind deconvolution of MIMO linear systems
    Kawamoto, Mitsuru
    Kohno, Kiyotaka
    Inouye, Yujiro
    CIRCUITS SYSTEMS AND SIGNAL PROCESSING, 2007, 26 (04) : 473 - 494
  • [4] Robust Eigenvector Algorithms for Blind Deconvolution of MIMO Linear Systems
    Mitsuru Kawamoto
    Kiyotaka Kohno
    Yujiro Inouye
    Circuits, Systems & Signal Processing, 2007, 26 : 473 - 494
  • [5] Blind deconvolution of MIMO-IIR systems: A two-stage EVA
    Kawamoto, Mitsuru
    Inouye, Yujiro
    Kohno, Kiyotaka
    NEURAL INFORMATION PROCESSING, PART II, 2008, 4985 : 498 - +
  • [6] Robust super-exponential methods for blind deconvolution of MIMO-IIR systems with Gaussian noise
    Kohno, Kiyotaka
    Inouye, Yujiro
    Kawamoto, Mitsuru
    2006 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS, VOLS 1-11, PROCEEDINGS, 2006, : 3598 - 3601
  • [7] Robust eigenvector algorithms for blind deconvolution of MIMO linear channels
    Kawamoto, Mitsuru
    Kohno, Kiyotaka
    Inouye, Yujiro
    2007 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOL III, PTS 1-3, PROCEEDINGS, 2007, : 729 - +
  • [8] Robust super-exponential methods for blind equalization of MIMO-IIR systems
    Kohno, Kiyotaka
    Inouye, Yujiro
    Kawamoto, Mitsuru
    2006 IEEE International Conference on Acoustics, Speech and Signal Processing, Vols 1-13, 2006, : 5519 - 5522
  • [9] Hybrid learning approach to blind deconvolution of linear MIMO systems
    Choi, S
    Cichocki, A
    ELECTRONICS LETTERS, 1999, 35 (17) : 1429 - 1430
  • [10] Adaptive super-exponential algorithms for blind deconvolution of MIMO systems
    Kohno, K
    Inouye, Y
    Kawamoto, M
    Okamoto, T
    2004 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS, VOL 5, PROCEEDINGS, 2004, : 680 - 683
12345