Sequential DOA estimation method for multi-group coherent signals

被引:3
作者
Wei, Jinqiang [1 ]
Xu, Xu [1 ]
Luo, Dawei [1 ]
Ye, Zhongfu [1 ]
机构
[1] Univ Sci & Technol China, Dept Elect Engn & Informat Sci, Natl Engn Lab Speech & Language Informat Proc, Hefei 230027, Anhui, Peoples R China
关键词
Array signal processing; Direction of arrival estimation; Multi-group coherent signals; Multipath propagation; DIRECTION-OF-ARRIVAL; MATRIX PENCIL METHOD; PROPAGATION; CUMULANTS;
D O I
10.1016/j.sigpro.2016.06.032
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 order to cope with multi-group coherent signals induced by multipath propagation, this paper presents a novel approach to estimate the direction of arrivals (DOAs) of each group sequentially. For each time, we just estimate the DOAs of one group which has the minimum coherent signals based on forward spatial smoothing (FSS), and the information of this group is eliminated from the array covariance matrix with oblique projection technique. Then we estimate the next group similarly until all groups are estimated. Afterwards, we use the forward/backward spatial smoothing (FBSS) to further improve the estimation accuracy of the DOAs in each group separately. The new method not only utilizes less array sensors to resolve multi-group coherent signals, but also estimates the same DOAs from different groups. Simulation results are presented to demonstrate the effectiveness of the proposed method especially in low signal-to-noise ratio (SNR) and small number of snapshots. (C) 2016 Elsevier B.V. All rights reserved.
引用
收藏
页码:169 / 174
页数:6
相关论文
共 19 条
  • [1] SIGNAL-PROCESSING APPLICATIONS OF OBLIQUE PROJECTION OPERATORS
    BEHRENS, RT
    SCHARF, LL
    [J]. IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1994, 42 (06) : 1413 - 1424
  • [2] Direction-of-arrival estimation for uncorrelated and coherent signals in the presence of multipath propagation
    Gan, Lu
    Luo, Xiaoyu
    [J]. IET MICROWAVES ANTENNAS & PROPAGATION, 2013, 7 (09) : 746 - 753
  • [3] Applications of cumulants to array processing .4. Direction finding in coherent signals case
    Gonen, E
    Mendel, JM
    Dogan, MC
    [J]. IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1997, 45 (09) : 2265 - 2276
  • [4] A sparse recovery algorithm for DOA estimation using weighted subspace fitting
    Hu, Nan
    Ye, Zhongfu
    Xu, Dongyang
    Cao, Shenghong
    [J]. SIGNAL PROCESSING, 2012, 92 (10) : 2566 - 2570
  • [5] Spatial Differencing Method for DOA Estimation Under the Coexistence of Both Uncorrelated and Coherent Signals
    Liu, Fulai
    Wang, Jinkuan
    Sun, Changyin
    Du, Ruiyan
    [J]. IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION, 2012, 60 (04) : 2052 - 2062
  • [6] A sparse signal reconstruction perspective for source localization with sensor arrays
    Malioutov, D
    Çetin, M
    Willsky, AS
    [J]. IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2005, 53 (08) : 3010 - 3022
  • [7] FORWARD BACKWARD SPATIAL SMOOTHING TECHNIQUES FOR COHERENT SIGNAL IDENTIFICATION
    PILLAI, SU
    KWON, BH
    [J]. IEEE TRANSACTIONS ON ACOUSTICS SPEECH AND SIGNAL PROCESSING, 1989, 37 (01): : 8 - 15
  • [8] Spatial difference smoothing for DOA estimation of coherent signals
    Qi, CY
    Wang, YL
    Zhang, YS
    Han, Y
    [J]. IEEE SIGNAL PROCESSING LETTERS, 2005, 12 (11) : 800 - 802
  • [9] USING THE MATRIX PENCIL METHOD TO ESTIMATE THE PARAMETERS OF A SUM OF COMPLEX EXPONENTIALS
    SARKAR, TK
    PEREIRA, O
    [J]. IEEE ANTENNAS AND PROPAGATION MAGAZINE, 1995, 37 (01) : 48 - 55
  • [10] MULTIPLE EMITTER LOCATION AND SIGNAL PARAMETER-ESTIMATION
    SCHMIDT, RO
    [J]. IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION, 1986, 34 (03) : 276 - 280