Multi-channel NLMS-based sea clutter cancellation in passive bistatic radar

被引:22
|
作者
Shan, Tao [1 ]
Ma, Yahui [1 ]
Tao, Ran [1 ]
Liu, Shengheng [1 ]
机构
[1] Beijing Inst Technol, Sch Informat & Elect, Beijing 100081, Peoples R China
来源
IEICE ELECTRONICS EXPRESS | 2014年 / 11卷 / 20期
基金
中国国家自然科学基金;
关键词
passive bistatic radar (PBR); sea clutter cancellation; multi-channel normalized least-mean-square (MCNLMS); adaptive filter; TARGET DETECTION;
D O I
10.1587/elex.11.20140872
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
Sea clutter suppression is critical in the detection of low-velocity targets using a passive bistatic radar. The residual sea clutter may become high when the normalized least-mean-square (NLMS) algorithm with a small step size is used for this purpose. While a large step size can be used to reduce the residual sea clutter, it yields a widened filter notch, and thereby, causes significant target signal energy loss. A multi-channel NLMS algorithm is proposed to solve this problem, and its effectiveness is verified by simulation and real radar data analysis.
引用
收藏
页数:12
相关论文
共 50 条
  • [1] Sea Clutter Cancellation for Passive Radar Sensor Exploiting Multi-Channel Adaptive Filters
    Liu, Shengheng
    Ma, Yahui
    Huang, Yongming
    [J]. IEEE SENSORS JOURNAL, 2019, 19 (03) : 982 - 995
  • [2] A Multi-Channel Partial-Update Algorithm for Sea Clutter Suppression in Passive Bistatic Radar
    Ma, Yahui
    Liu, Shengheng
    Lu, Jun
    [J]. 2018 IEEE 10TH SENSOR ARRAY AND MULTICHANNEL SIGNAL PROCESSING WORKSHOP (SAM), 2018, : 252 - 256
  • [3] Clutter Cancellation in Passive Bistatic Radar With Transmitter Nonlinearity
    Searle, Stephen
    Lechner, Gottfried
    Dogancay, Kutluyil
    [J]. IEEE Transactions on Radar Systems, 2024, 2 : 979 - 990
  • [4] Clutter Cancellation Based on Frequency Domain Analysis in Passive Bistatic Radar
    Zhao, Dawei
    Wang, Jun
    Chen, Gang
    Wang, Jipeng
    Guo, Shuai
    [J]. IEEE ACCESS, 2020, 8 : 43956 - 43964
  • [5] Clutter Cancellation and Long Time Integration for GNSS-Based Passive Bistatic Radar
    Wang, Binbin
    Cha, Hao
    Zhou, Zibo
    Tian, Bin
    [J]. REMOTE SENSING, 2021, 13 (04) : 1 - 16
  • [6] Evaluation of Adaptive Filter Algorithms for Clutter Cancellation in Passive Bistatic Radar
    Palmer, James E.
    Searle, Stephen J.
    [J]. 2012 IEEE RADAR CONFERENCE (RADAR), 2012,
  • [7] Adaptive clutter cancellation in bistatic radar
    Melvin, WL
    Callahan, MJ
    Wicks, MC
    [J]. CONFERENCE RECORD OF THE THIRTY-FOURTH ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS & COMPUTERS, 2000, : 1125 - 1130
  • [8] Block Sparsity Based Compressive Sensing Processing for Multi-Channel GSM Passive Bistatic Radar
    Hadi, Muhammad Abdul
    Almakhdhub, Naif Saleh
    AlBagami, Mohammed Fahad
    Alshebeili, Saleh
    [J]. 2015 IEEE INTERNATIONAL SYMPOSIUM ON SIGNAL PROCESSING AND INFORMATION TECHNOLOGY (ISSPIT), 2015, : 69 - 73
  • [9] Two-stage clutter and interference cancellation method in passive bistatic radar
    Chen Gang
    Wang Jun
    Zuo Luo
    Zhao Dawei
    Wen Yuanyuan
    [J]. IET SIGNAL PROCESSING, 2020, 14 (06) : 342 - 351
  • [10] Measurements of Bistatic Radar Sea Clutter
    Al-Ashwal, W. A.
    Balleri, A.
    Griffiths, H. D.
    Miceli, W. J.
    Woodbridge, K.
    Baker, C. J.
    Harmanny, R.
    Inggs, M.
    Sandenbergh, J. S.
    Ritchie, M. A.
    Stove, A. G.
    Watts, S.
    Tough, R. J. A.
    Ward, K. D.
    [J]. 2011 IEEE RADAR CONFERENCE (RADAR), 2011, : 217 - 221