Robust minimum dispersion distortionless response beamforming against fast-moving interferences

被引:22
|
作者
Zhang, Liang [1 ]
Li, Bo [2 ]
Huang, Lei [1 ]
Kirubarajan, Thiagalingam [2 ]
So, Hing Cheung [3 ]
机构
[1] Shenzhen Univ, Coll Informat Engn, Shenzhen, Peoples R China
[2] McMaster Univ, Dept Elect & Comp Engn, Hamilton, ON, Canada
[3] City Univ Hong Kong, Dept Elect Engn, Hong Kong, Hong Kong, Peoples R China
基金
中国国家自然科学基金; 中国博士后科学基金;
关键词
Beamforming; Interference suppression; Minimum dispersion; Sub-Gaussian signals; Fast-moving interferences;
D O I
10.1016/j.sigpro.2017.04.019
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
The recently proposed minimum dispersion distortionless response (MDDR) beamformer is able to improve the reception of non-Gaussian signals over the minimum variance distortionless response (MVDR) beamformer. However, the performance of the MDDR beamformer degrades in the presence of fastmoving interferences. To suppress such an interference, a robust beamformer against fast-moving interferences based on the minimum dispersion (MD) criterion is proposed, which provides a continuous deep null sector over a predefined range of dynamic angle-of-arrival (AOA). The designed beamformer ensures that the output is minimized in terms of dispersion and the average power over the dynamic AOA is zero via a quadratic constraint. In order to reduce the computational load, the optimization problem with a quadratic constraint is relaxed to its counterpart with a linear constraint. This allows us to devise an efficient beamforming approach, namely, gradient projection algorithm. Numerical results are provided to demonstrate that the developed beamformer can suppress the strong fast-moving interferences effectively. (C) 2017 Elsevier B.V. All rights reserved.
引用
收藏
页码:190 / 197
页数:8
相关论文
共 49 条
  • [1] Fast-Moving Jamming Suppression for UAV Navigation: A Minimum Dispersion Distortionless Response Beamforming Approach
    Zhang, Liang
    Huang, Lei
    Li, Bo
    Huang, Min
    Yin, Jingwei
    Bao, Weimin
    IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2019, 68 (08) : 7815 - 7827
  • [2] Robust MDDR Beamforming for sub-Gaussian Signals in the presence of Fast-moving Interferences
    Zhang, Liang
    Huang, Lei
    Zhang, Peichang
    Li, Qiang
    2017 IEEE 7TH INTERNATIONAL WORKSHOP ON COMPUTATIONAL ADVANCES IN MULTI-SENSOR ADAPTIVE PROCESSING (CAMSAP), 2017,
  • [3] Sparsity-Based Robust Beamforming in the Presence of Fast-Moving Interference Signals
    Chowdhury, Md Waqeeb T. S.
    Zhang, Yimin D.
    Chen, Genshe
    2022 56TH ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS, AND COMPUTERS, 2022, : 1296 - 1300
  • [4] Robust Adaptive Beamforming for Fast-Moving Target Detection With FDA-STAP Radar
    Xu, Jingwei
    Liao, Guisheng
    Huang, Lei
    So, Hing Cheung
    IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2017, 65 (04) : 973 - 984
  • [5] A distributed approach to robust minimum variance distortionless response beamforming in large-scale arrays
    Zhang, Wei
    Lin, Jingran
    Wu, Xuehan
    Pan, Ye
    IET COMMUNICATIONS, 2023, 17 (08) : 950 - 959
  • [6] Narrowband approximation based minimum variance distortionless response beamforming
    Wang, Ziteng
    Sun, Xingwei
    Li, Junfeng
    Yan, Yonghong
    Shengxue Xuebao/Acta Acustica, 2020, 45 (02): : 161 - 168
  • [7] Minimum variance distortionless response beamforming of acoustic array data
    Ferguson, Brian G.
    Journal of the Acoustical Society of America, 1998, 104 (2 pt 1):
  • [8] Minimum entropy distortionless response tensorial adaptive beamforming algorithm
    Xia, Wei
    Yu, Hao
    Xia, Guoqing
    DIGITAL SIGNAL PROCESSING, 2022, 127
  • [9] Minimum entropy distortionless response tensorial adaptive beamforming algorithm
    Xia, Wei
    Yu, Hao
    Xia, Guoqing
    Digital Signal Processing: A Review Journal, 2022, 127
  • [10] Minimum variance distortionless response beamforming of acoustic array data
    Ferguson, BG
    JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA, 1998, 104 (02): : 947 - 954