Robust Wideband Adaptive Beamforming Based on Focusing Transformation and Steering Vector Compensation

被引:24
作者
Yang, Xiaopeng [1 ,2 ]
Li, Shuai [3 ]
Liu, Quanhua [4 ]
Long, Teng [1 ,2 ]
Sarkar, Tapan K. [5 ]
机构
[1] Beijing Inst Technol, Sch Informat & Elect, Beijing 100081, Peoples R China
[2] Minist Educ, Key Lab Elect & Informat Technol Satellite Nav, Beijing 100081, Peoples R China
[3] China Acad Space Technol, Inst Telecommunicat & Nav Satellites, Beijing 100094, Peoples R China
[4] Chongqing Innovat Ctr, Beijing Inst Technol, Chongqing 401120, Peoples R China
[5] Syracuse Univ, Dept Elect Engn & Comp Sci, Syracuse, NY 13244 USA
来源
IEEE ANTENNAS AND WIRELESS PROPAGATION LETTERS | 2020年 / 19卷 / 12期
基金
中国国家自然科学基金;
关键词
Array signal processing; Covariance matrices; Wideband; Interference; Focusing; Direction-of-arrival estimation; Optimization; Covariance matrix reconstruction; focusing transformation; steering vector compensation; wideband adaptive beamforming; PROJECTION;
D O I
10.1109/LAWP.2020.3029950
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 wideband adaptive beamforming method would deteriorate severely when the desired signal is contained in the training snapshots, especially the mismatched signal steering vector existed simultaneously. Therefore, a robust wideband adaptive beamforming method is proposed based on focusing transformation and steering vector compensation. In proposed method, the received wideband signals are first decomposed into narrow sub-bands. Then, based on the direction of arrivals of signals, the interference plus noise covariance matrix of each sub-band is reconstructed to remove the desired signal and transformed into the reference frequency by the focusing transformation. Subsequently, the mismatched signal steering vector is compensated based on the error vector decomposition and the optimization of output power of adaptive beamformer. Finally, the adaptive weight vector of robust wideband beamforming is calculated based on the minimum variance distortionless response criterion. The effectiveness of proposed method is verified by numerical simulations.
引用
收藏
页码:2280 / 2284
页数:5
相关论文
共 14 条
[1]  
[Anonymous], 2011, INT J COMMUN ANTENNA
[2]   Robust Adaptive Beamforming Based on Interference Covariance Matrix Reconstruction and Steering Vector Estimation [J].
Gu, Yujie ;
Leshem, Amir .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2012, 60 (07) :3881-3885
[3]   HADAMARD MATRICES AND THEIR APPLICATIONS [J].
HEDAYAT, A ;
WALLIS, WD .
ANNALS OF STATISTICS, 1978, 6 (06) :1184-1238
[4]   Efficient Robust Broadband Antenna Array Processor in the Presence of Look Direction Errors [J].
Hossain, M. S. ;
Milford, G. N. ;
Reed, M. C. ;
Godara, L. C. .
IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION, 2013, 61 (02) :718-727
[5]   On the optimal synthesis of ring symmetric shaped patterns by means of uniformly spaced planar arrays [J].
Morabito A.F. ;
Laganà A.R. ;
Isernia T. .
Progress In Electromagnetics Research B, 2010, (20) :33-48
[6]   All-pole modeling of speech based on the minimum variance distortionless response spectrum [J].
Murthi, MN ;
Rao, BD .
IEEE TRANSACTIONS ON SPEECH AND AUDIO PROCESSING, 2000, 8 (03) :221-239
[7]   Robust auto-focusing wideband DOA estimation [J].
Sellone, F .
SIGNAL PROCESSING, 2006, 86 (01) :17-37
[8]  
SU GN, 1983, IEEE T ACOUST SPEECH, V31, P1502
[9]   Robust adaptive beamforming using worst-case performance optimization: A solution to the signal mismatch problem [J].
Vorobyov, SA ;
Gershman, AB ;
Luo, ZQ .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2003, 51 (02) :313-324
[10]   Response Vector Constrained Robust LCMV Beamforming Based on Semidefinite Programming [J].
Xu, Jingwei ;
Liao, Guisheng ;
Zhu, Shengqi ;
Huang, Lei .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2015, 63 (21) :5720-5732