Robust Quasi-Adaptive Beamforming Against Direction-of-Arrival Mismatch

被引:19
|
作者
Zhang, Xuejing [1 ]
He, Zishu [1 ]
Liao, Bin [2 ]
Zhang, Xuepan [3 ]
Peng, Weilei [1 ]
机构
[1] Univ Elect Sci & Technol China, Chengdu 611731, Sichuan, Peoples R China
[2] Shenzhen Univ, Coll Informat Engn, Shenzhen 518060, Peoples R China
[3] Qian Xuesen Lab Space Technol, Beijing 100094, Peoples R China
关键词
MAGNITUDE RESPONSE CONSTRAINTS; ARRAYS; OPTIMIZATION; ALGORITHM;
D O I
10.1109/TAES.2017.2776678
中图分类号
V [航空、航天];
学科分类号
08 ; 0825 ;
摘要
This paper presents a novel robust quasi-adaptive Beamforming (RQAB) scheme against direction-of-arrival (DOA) mismatch. Unlike existing robust adaptive beamforming (RAB) methods, the proposed approach obtains the ultimate beamformer weight vector in a quiescent manner, nevertheless, it possesses the remarkable ability of interference rejection and desired signal reception. In this method, a two-step procedure is devised to design the quasi-adaptive weight vector. More specifically. the conventional sample matrix inversion (SMI) beamformer is first applied to find out all notch angles outside the region of interest (ROI) where the desired signal conies with a high probability. It is shown that these notch angles contain the DOAs of interferences. Then, a multipoint accurate array response control (MA(2)RC) algorithm is utilized to synthesize a beampattern with the same sidelobe notch levels as the SMI, and nearly constant response over the ROT. Contrary to conventional approaches that are vulnerable to the contamination of the training data by the desired signal, our proposed approach exhibits outstanding performance under this common scenario. Moreover, besides the DOA mismatch, the proposed approach is also insensitive to the SNR, number of snapshots and mismatch angle. Additionally, different from many optimization based RAB methods, the proposed RQAB approach offers an analytical expression of the beamformer weight vector and, hence, is computationally attractive. Typical simulation examples are provided to demonstrate the superiority of the RQAB scheme.
引用
收藏
页码:1197 / 1207
页数:11
相关论文
共 50 条
  • [31] Joint adaptive waveform design and direction-of-arrival tracking
    Naparstek, Oshri
    Leshem, Amir
    2008 IEEE RADAR CONFERENCE, VOLS. 1-4, 2008, : 2004 - 2009
  • [32] A Fast Variational Bayesian Adaptive Extended Kalman Filter for Robust Underwater Direction-of-Arrival Tracking
    Zhang, Boxuan
    Hou, Xianghao
    Yang, Yixin
    Yang, Long
    Wang, Yong
    IEEE SENSORS JOURNAL, 2023, 23 (13) : 14709 - 14720
  • [33] Robust Null Broadening Beamforming Based on Adaptive Diagonal Loading for Look Direction Mismatch
    Suleesathira, Raungrong
    2021 13TH INTERNATIONAL CONFERENCE ON KNOWLEDGE AND SMART TECHNOLOGY (KST-2021), 2021, : 49 - 54
  • [34] Robust Adaptive Wideband Beamforming Against Direction and Sensor Location Errors
    Liu, Yaqi
    Liu, Chengcheng
    Zhao, Yongjun
    Zhu, Jiandong
    CIRCUITS SYSTEMS AND SIGNAL PROCESSING, 2019, 38 (02) : 664 - 681
  • [35] Robust Adaptive Wideband Beamforming Against Direction and Sensor Location Errors
    Yaqi Liu
    Chengcheng Liu
    Yongjun Zhao
    Jiandong Zhu
    Circuits, Systems, and Signal Processing, 2019, 38 : 664 - 681
  • [36] A robust direction-of-arrival estimation method for impulsive noise environments
    Wang, Meng
    Feng, Da-Zheng
    Chen, Mo-Han
    Su, Ting-Ting
    Zhang, Xue-Jun
    SIGNAL PROCESSING, 2023, 212
  • [37] Robust direction-of-arrival estimation in non-Gaussian noise
    Bilkent Univ, Ankara, Turkey
    IEEE Trans Signal Process, 5 (1443-1451):
  • [38] Robust direction-of-arrival estimation against array sensor errors using Hopfield neural network
    Yamaoka, T
    Masada, S
    Sato, S
    Hamada, N
    ELECTRONICS AND COMMUNICATIONS IN JAPAN PART III-FUNDAMENTAL ELECTRONIC SCIENCE, 2003, 86 (06): : 19 - 28
  • [39] Robust Direction-of-Arrival Estimation in the Presence of Outliers and Noise Nonuniformity
    Gao, Bin
    Shen, Xing
    Li, Zhengqiang
    Liao, Bin
    REMOTE SENSING, 2024, 16 (17)
  • [40] Robust direction-of-arrival by matched-lags, applied to gunshots
    Freire, Izabela Lyon
    JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA, 2014, 135 (06): : EL246 - EL251