A Low-Complexity ESPRIT-Based DOA Estimation Method for Co-Prime Linear Arrays

被引:58
作者
Sun, Fenggang [1 ,2 ]
Gao, Bin [2 ]
Chen, Lizhen [1 ]
Lan, Peng [1 ]
机构
[1] Shandong Agr Univ, Coll Informat Sci & Engn, Tai An 271018, Shandong, Peoples R China
[2] PLA Univ Sci & Technol, Coll Commun Engn, Nanjing 210007, Jiangsu, Peoples R China
基金
高等学校博士学科点专项科研基金; “十二五”国家科技支撑计划重点项目”;
关键词
direction of arrival (DOA) estimation; co-prime array; ESPRIT; sparse array; equivalent DOAs;
D O I
10.3390/s16091367
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
The problem of direction-of-arrival (DOA) estimation is investigated for co-prime array, where the co-prime array consists of two uniform sparse linear subarrays with extended inter-element spacing. For each sparse subarray, true DOAs are mapped into several equivalent angles impinging on the traditional uniform linear array with half-wavelength spacing. Then, by applying the estimation of signal parameters via rotational invariance technique (ESPRIT), the equivalent DOAs are estimated, and the candidate DOAs are recovered according to the relationship among equivalent and true DOAs. Finally, the true DOAs are estimated by combining the results of the two subarrays. The proposed method achieves a better complexity-performance tradeoff as compared to other existing methods.
引用
收藏
页数:9
相关论文
共 22 条
[1]   A generalized MVDR spectrum [J].
Benesty, J ;
Chen, JD ;
Huang, YT .
IEEE SIGNAL PROCESSING LETTERS, 2005, 12 (12) :827-830
[2]   HIGH-RESOLUTION FREQUENCY-WAVENUMBER SPECTRUM ANALYSIS [J].
CAPON, J .
PROCEEDINGS OF THE IEEE, 1969, 57 (08) :1408-&
[3]   The Real-Valued Sparse Direction of Arrival (DOA) Estimation Based on the Khatri-Rao Product [J].
Chen, Tao ;
Wu, Huanxin ;
Zhao, Zhongkai .
SENSORS, 2016, 16 (05)
[4]   Application of antenna arrays to mobile communications .2. Beam-forming and direction-of-arrival considerations [J].
Godara, LC .
PROCEEDINGS OF THE IEEE, 1997, 85 (08) :1195-1245
[5]   The Influence of Random Element Displacement on DOA Estimates Obtained with (Khatri-Rao-)Root-MUSIC [J].
Inghelbrecht, Veronique ;
Verhaevert, Jo ;
van Hecke, Tanja ;
Rogier, Hendrik .
SENSORS, 2014, 14 (11) :21258-21280
[6]   Two decades of array signal processing research - The parametric approach [J].
Krim, H ;
Viberg, M .
IEEE SIGNAL PROCESSING MAGAZINE, 1996, 13 (04) :67-94
[7]   Multilinear Direction Finding for Sensor-Array With Multiple Scales of Invariance [J].
Miron, Sebastian ;
Song, Yang ;
Brie, David ;
Wong, Kainam Thomas .
IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2015, 51 (03) :2057-2070
[8]  
Pal P, 2011, 2011 IEEE DIGITAL SIGNAL PROCESSING WORKSHOP AND IEEE SIGNAL PROCESSING EDUCATION WORKSHOP (DSP/SPE), P289, DOI 10.1109/DSP-SPE.2011.5739227
[9]   Nested Arrays: A Novel Approach to Array Processing With Enhanced Degrees of Freedom [J].
Pal, Piya ;
Vaidyanathan, P. P. .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2010, 58 (08) :4167-4181
[10]   Generalized Coprime Array Configurations for Direction-of-Arrival Estimation [J].
Qin, Si ;
Zhang, Yimin D. ;
Amin, Moeness G. .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2015, 63 (06) :1377-1390