Improved two-dimensional DOA estimation algorithm for two-parallel uniform linear arrays using propagator method

被引:122
作者
Li, Jianfeng [1 ]
Zhang, Xiaofei [1 ]
Chen, Han [1 ]
机构
[1] Nanjing Univ Aeronaut & Astronaut, Coll Elect & Informat Engn, Nanjing 210016, Peoples R China
关键词
2-D DOA estimation; Two parallel uniform arrays; Propagator method; OF-ARRIVAL ESTIMATION; SIGNALS; ESPRIT;
D O I
10.1016/j.sigpro.2012.06.010
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
In this paper, we study the problem of two-dimensional direction-of-arrival (DOA) estimation with two parallel uniform arrays (ULA). The computational loads of the propagator method (PM) can be significantly smaller since the PM does not require any eigen-value decomposition of the cross correlation matrix and singular value decomposition of the received data. We propose an improved two-dimensional DOA estimation algorithm for two-parallel uniform linear arrays using PM. Compared with Wu's algorithm, the proposed algorithm has better angle estimation performance, and lower complexity. Furthermore, the proposed algorithm can achieve automatically paired two-dimensional angle estimation. The simulation results verify the effectiveness of the proposed algorithm. (C) 2012 Elsevier B.V. All rights reserved.
引用
收藏
页码:3032 / 3038
页数:7
相关论文
共 11 条
[1]   Computationally Efficient 2-D DOA Estimation Using Two Parallel Uniform Linear Arrays [J].
Cao, Hailin ;
Yang, Lisheng ;
Tan, Xiaoheng ;
Yang, Shizhong .
ETRI JOURNAL, 2009, 31 (06) :806-808
[2]   Spatially close signals separation via array aperture expansions and spatial spectrum averaging [J].
Kang, HY ;
Kim, YS ;
Kim, CJ .
ETRI JOURNAL, 2004, 26 (01) :45-47
[3]   A new algorithm for 2-D DOA estimation [J].
Kedia, VS ;
Chandna, B .
SIGNAL PROCESSING, 1997, 60 (03) :325-332
[4]   THE PROPAGATOR METHOD FOR SOURCE BEARING ESTIMATION [J].
MARCOS, S ;
MARSAL, A ;
BENIDIR, M .
SIGNAL PROCESSING, 1995, 42 (02) :121-138
[5]   GENERALIZED ALGORITHM FOR DOA ESTIMATION IN A PASSIVE SONAR [J].
RAJAGOPAL, R ;
RAO, PR .
IEE PROCEEDINGS-F RADAR AND SIGNAL PROCESSING, 1993, 140 (01) :12-20
[6]   ESPRIT - ESTIMATION OF SIGNAL PARAMETERS VIA ROTATIONAL INVARIANCE TECHNIQUES [J].
ROY, R ;
KAILATH, T .
IEEE TRANSACTIONS ON ACOUSTICS SPEECH AND SIGNAL PROCESSING, 1989, 37 (07) :984-995
[7]   MULTIPLE EMITTER LOCATION AND SIGNAL PARAMETER-ESTIMATION [J].
SCHMIDT, RO .
IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION, 1986, 34 (03) :276-280
[8]   PERFORMANCE STUDY OF CONDITIONAL AND UNCONDITIONAL DIRECTION-OF-ARRIVAL ESTIMATION [J].
STOICA, P ;
NEHORAL, A .
IEEE TRANSACTIONS ON ACOUSTICS SPEECH AND SIGNAL PROCESSING, 1990, 38 (10) :1783-1795
[9]   A fast algorithm for 2-D direction-of-arrival estimation [J].
Wu, YT ;
Liao, GS ;
So, HC .
SIGNAL PROCESSING, 2003, 83 (08) :1827-1831
[10]   Simple and efficient nonparametric method for estimating the number of signals without eigendecomposition [J].
Xin, Jingmin ;
Zheng, Nanning ;
Sano, Akira .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2007, 55 (04) :1405-1420