A widely-linear LMS algorithm for adaptive beamformer

被引:0
|
作者
Qu Jinyou [1 ]
JianYun, Zhang [1 ]
Xin'an, Zhang [1 ]
机构
[1] Hefei Elect Engn Inst, Hefei 23007, Peoples R China
关键词
widely-linear LMS algorithm; noncircular/improper signal; adaptive beamformer;
D O I
暂无
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
A novel adaptive Array structure using widely-linear weight is proposed in this paper. MMSE law is used to evaluate the performance of the adaptive array. According to the widely-linear structure, the widely-linear LMS algorithm (WL-LMS) is used here, which uses widely-linear model of the received signal rather than linear model estimating the desired signal This structure provides a unified framework for beamforming in circular and non-circular sources, and can get much less MMSE between the beamforming output and the desired signal. This algorithm has been tested for beamforming using BPSK and narrow-band FM signal.
引用
收藏
页码:1060 / 1063
页数:4
相关论文
共 50 条
  • [1] Widely-Linear Recursive Adaptive Matching Pursuit Algorithm for Adaptive Beamforming
    Meng, Xiang-long
    Liu, Zheng
    Jiang, Wen-li
    [J]. PROCEEDINGS OF 2012 IEEE 11TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING (ICSP) VOLS 1-3, 2012, : 290 - 293
  • [2] Robust adaptive algorithm for widely-linear Hammerstein system and its application
    Qian, Guobing
    Huang, Sifan
    Liu, Junzhu
    Mei, Jiaojiao
    Wang, Shiyuan
    [J]. SIGNAL PROCESSING, 2024, 217
  • [3] WIDELY-LINEAR RECURSIVE LEAST-SQUARES ALGORITHM FOR ADAPTIVE BEAMFORMING
    Douglas, Scott C.
    [J]. 2009 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS 1- 8, PROCEEDINGS, 2009, : 2041 - 2044
  • [4] Widely-linear beamforming
    McWhorter, T
    Schreier, P
    [J]. CONFERENCE RECORD OF THE THIRTY-SEVENTH ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS & COMPUTERS, VOLS 1 AND 2, 2003, : 753 - 759
  • [5] Widely-linear beamforming
    McWhorter, T
    [J]. OCEANS 2003 MTS/IEEE: CELEBRATING THE PAST...TEAMING TOWARD THE FUTURE, 2003, : 2106 - 2106
  • [6] Widely Linear LQCMV Beamformer and Augmented Dual-Domain Adaptive Algorithm
    Yukawa, Masahiro
    Saito, Yuki
    [J]. 2013 9TH INTERNATIONAL CONFERENCE ON INFORMATION, COMMUNICATIONS AND SIGNAL PROCESSING (ICICS), 2013,
  • [7] A Novel Widely-Linear Complex-Valued Diffusion VSS-LMS Algorithm for Distributed Network and Its Performance Analysis
    Long, Xiaoqiang
    Zhao, Haiquan
    Hou, Xinyan
    Quan, Wei
    [J]. CIRCUITS SYSTEMS AND SIGNAL PROCESSING, 2024, 43 (10) : 6689 - 6710
  • [8] Reduced Complexity Widely-Linear Adaptive Forgetting-factor inverse square-root RLS algorithm
    Sitjongsataporn, Suchada
    Wiangtong, Theerayod
    [J]. 2018 15TH INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING/ELECTRONICS, COMPUTER, TELECOMMUNICATIONS AND INFORMATION TECHNOLOGY (ECTI-CON), 2018, : 134 - 137
  • [9] Accelerating the Convergence of the Widely Linear LMS Algorithm for Channel Equalization
    de Aquino, Francisco J. A.
    da Rocha, Carlos A. F.
    Resende, Leonardo S.
    [J]. PROCEEDINGS OF THE IEEE INTERNATIONAL TELECOMMUNICATIONS SYMPOSIUM, VOLS 1 AND 2, 2006, : 734 - +
  • [10] Robust constrained LMS adaptive beamformer
    Deng Xin
    Liao Guisheng
    Liu Hongqing
    Tao Haihong
    [J]. PROCEEDINGS OF 2006 CIE INTERNATIONAL CONFERENCE ON RADAR, VOLS 1 AND 2, 2006, : 1105 - +