DOA estimation for different frequency with different angles based on wideband co-prime array

被引:2
作者
Wang, Geng [1 ]
He, Minghao [1 ]
Tang, Yuwen [1 ]
Feng, Mingyue [1 ]
Han, Jun [1 ]
Fang, Xikun [2 ]
机构
[1] Air Force Early Warning Acad, Wuhan, Hubei, Peoples R China
[2] Air Force Engn Univ, Xian, Shaanxi, Peoples R China
来源
JOURNAL OF ENGINEERING-JOE | 2019年 / 2019卷 / 21期
关键词
direction-of-arrival estimation; iterative methods; minimisation; learning (artificial intelligence); FGDS; DOA estimation; wireless communication; OGSLIM algorithm; frequency group decision strategy; frequency bins; wideband coprime array; wideband direction-of-arrival estimation; off-grid sparse learning via iterative minimisation; SOURCE LOCALIZATION;
D O I
10.1049/joe.2019.0704
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Most of the signals received in the field of wireless communication, radar, and sonar are wideband, so there is an active research on wideband direction-of-arrival (DOA). Many approaches of DOA estimation for different frequency with same angles have already been proposed, such as off-grid sparse learning via iterative minimisation (OGSLIM). Based on the OGSLIM algorithm, this study proposed frequency group decision strategy (FGDS). Based on the different information of the number of signals at different frequency bins, FGDS can obtain the estimation results of DOA at each frequency bin. The results of simulations demonstrate that the proposed algorithm outperforms other reported ones.
引用
收藏
页码:7738 / 7741
页数:4
相关论文
共 11 条
[1]   Theoretical results on sparse representations of multiple-measurement vectors [J].
Chen, Jie ;
Huo, Xiaoming .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2006, 54 (12) :4634-4643
[2]   High Accuracy DOA Estimation Under Low SNR Condition for Wideband Underdetermined Signals [J].
Feng M. ;
He M. ;
Xu J. ;
Li S. .
Dianzi Yu Xinxi Xuebao/Journal of Electronics and Information Technology, 2017, 39 (06) :1340-1347
[3]  
Han KY, 2013, 2013 IEEE 5TH INTERNATIONAL WORKSHOP ON COMPUTATIONAL ADVANCES IN MULTI-SENSOR ADAPTIVE PROCESSING (CAMSAP 2013), P188, DOI 10.1109/CAMSAP.2013.6714039
[4]   Wideband Gaussian Source Processing Using a Linear Nested Array [J].
Han, Keyong ;
Nehorai, Arye .
IEEE SIGNAL PROCESSING LETTERS, 2013, 20 (11) :1110-1113
[5]   Underdetermined DOA Estimation for Wideband Signals Using Robust Sparse Covariance Fitting [J].
He, Zhen-Qing ;
Shi, Zhi-Ping ;
Huang, Lei ;
So, Hing Cheung .
IEEE SIGNAL PROCESSING LETTERS, 2015, 22 (04) :435-439
[6]   Underdetermined DOA Estimation Method for Wideband Signals Using Joint Nonnegative Sparse Bayesian Learning [J].
Hu, Nan ;
Sun, Bing ;
Zhang, Yi ;
Dai, Jisheng ;
Wang, Jiajun ;
Chang, Chunqi .
IEEE SIGNAL PROCESSING LETTERS, 2017, 24 (05) :535-539
[7]   Source localization for sparse array using nonnegative sparse Bayesian learning [J].
Hu, Nan ;
Sun, Bing ;
Wang, Jiajun ;
Dai, Jisheng ;
Chang, Chunqi .
SIGNAL PROCESSING, 2016, 127 :37-43
[8]   Sparsity-Inducing Direction Finding for Narrowband and Wideband Signals Based on Array Covariance Vectors [J].
Liu, Zhang-Meng ;
Huang, Zhi-Tao ;
Zhou, Yi-Yu .
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2013, 12 (08) :3896-3907
[9]   Low-Complexity Direction-of-Arrival Estimation Based on Wideband Co-Prime Arrays [J].
Shen, Qing ;
Liu, Wei ;
Cui, Wei ;
Wu, Siliang ;
Zhang, Yimin D. ;
Amin, Moeness G. .
IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2015, 23 (09) :1445-1456
[10]   Broadband DOA Estimation Based on Nested Arrays [J].
Shen, Zhi-bo ;
Dong, Chun-xi ;
Dong, Yang-yang ;
Zhao, Guo-qing ;
Huang, Long .
INTERNATIONAL JOURNAL OF ANTENNAS AND PROPAGATION, 2015, 2015