Robust super-exponential methods for blind equalization in the presence of Gaussian noise

被引:11
|
作者
Kawamoto, M [1 ]
Ohata, M
Kohno, K
Inouye, Y
Nandi, AK
机构
[1] Univ Liverpool, Dept Elect Engn & Elect, Liverpool L69 3GJ, Merseyside, England
[2] RIKEN, Biomimet Control Res Ctr, Nagoya, Aichi 463003, Japan
[3] Shimane Univ, Dept Elect & Control Syst Engn, Shimane 6908504, Japan
[4] RIKEN, Lab Adv Brain Signal Proc, Brain Sci Inst, Wako, Saitama 351098, Japan
关键词
blind equalization; Gaussian noise; single-input single-output infinite-impulse response (SISO-IIR) systems; super-exponential methods (SEMs);
D O I
10.1109/TCSII.2005.852174
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 paper deals with the blind equalization problem of a single-input single-output infinite-impulse-response (SISO-IIR) system with additive Gaussian noise. To solve the problem, we propose a "super-exponential method" (SEM). The novel point of the proposed SEM is that, even when Gaussian noise is added to the output of the system, the blind equalization can be achieved with as little influence of Gaussian noise as possible; hence the proposed SEM is referred to as a "robust super-exponential method" (RSEM). Simulation results show the validity of the proposed RSEM.
引用
收藏
页码:651 / 655
页数:5
相关论文
共 50 条
  • [21] Super-Exponential Iterative Blind Equalization Algorithm Based on Orthogonal Wavelet Packet Transform
    Yang Chao
    Guo Ye-cai
    Zhu Jie
    [J]. ICSP: 2008 9TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, VOLS 1-5, PROCEEDINGS, 2008, : 1831 - 1834
  • [22] On super-exponential algorithm, constant modulus algorithm and inverse filter criteria for blind equalization
    Chi, CY
    Chen, CY
    Li, BW
    [J]. PROCEEDINGS OF THE TENTH IEEE WORKSHOP ON STATISTICAL SIGNAL AND ARRAY PROCESSING, 2000, : 216 - 220
  • [23] Super-exponential algorithms for multichannel blind deconvolution
    Inouye, Y
    Tanebe, K
    [J]. IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2000, 48 (03) : 881 - 888
  • [24] Reduced computation blind super-exponential equaliser
    Herrmann, F
    Nandi, AK
    [J]. ELECTRONICS LETTERS, 1998, 34 (23) : 2208 - 2210
  • [25] A super-exponential blind adaptive beamforming algorithm
    Yang, KH
    Ohira, T
    Zhang, YM
    Chi, CY
    [J]. 2002 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS I-IV, PROCEEDINGS, 2002, : 3073 - 3076
  • [26] Feed-forward Neural Network Blind Equalization Algorithm Based on Super-Exponential Iterative
    Gao, Min
    Guo, Ye-cai
    Liu, Zhen-xing
    Guo, Ye-cai
    Zhang, Yan-ping
    [J]. 2009 INTERNATIONAL CONFERENCE ON INTELLIGENT HUMAN-MACHINE SYSTEMS AND CYBERNETICS, VOL 1, PROCEEDINGS, 2009, : 335 - +
  • [27] Blind detection of multirate asynchronous CDMA signals using super-exponential methods
    Liang, WG
    Li, TT
    [J]. 2004 7TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING PROCEEDINGS, VOLS 1-3, 2004, : 1691 - 1694
  • [28] A deflationary super-exponential method for solving independent component analysis with additive Gaussian noise
    Kawamoto, M
    Ito, M
    Ohata, M
    Inouye, Y
    [J]. BRAIN-INSPIRED IT I, 2004, 1269 : 157 - 160
  • [29] Blind detection of multirate asynchronous CDMA signals using super-exponential methods
    Liang, WG
    Li, TT
    Tugnait, JK
    [J]. IEEE SIGNAL PROCESSING LETTERS, 2005, 12 (03) : 218 - 221
  • [30] A fast super-exponential iteration decision feedback blind equalization algorithm for carrier recovery of aeronautical channel
    Chen, Qiang
    Yang, Xiaopeng
    Da, Xinyu
    Ouyang, Chao
    [J]. Zhongnan Daxue Xuebao (Ziran Kexue Ban)/Journal of Central South University (Science and Technology), 2013, 44 (09): : 3707 - 3712