DOA estimation based on fourth-order cumulants with unknown mutual coupling

被引:40
|
作者
Liu, Chao [1 ]
Ye, Zhongfu [1 ]
Zhang, Yufeng [1 ]
机构
[1] Univ Sci & Technol China, Dept Elect Engn & Informat Sci, Inst Stat Signal Proc, Hefei 230027, Anhui, Peoples R China
关键词
Direction of arrival (DOA); Uniform linear array (ULA); Fourth-order cumulants (FOC); Mutual coupling; Colored Gaussian noise;
D O I
10.1016/j.sigpro.2009.03.035
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
Most of the existing direction of arrival (DOA) estimation algorithms with mutual coupling are generally based on the second-order statistics while assuming that the noise is additive white Gaussian noise. In this paper, a method based on fourth-order cumulants (FOC) is proposed for DOA estimation with uniform linear array (ULA) in the presence of unknown mutual coupling. The method can be applied when non-Gaussian signals coexist with unknown colored Gaussian noise. The unknown mutual coupling can be blindly compensated by the inherent mechanism of the proposed method and the DOA of signals can be accurately estimated without any calibration sources. Since we use the FOC, the Gaussian noise is greatly suppressed and we can obtain a good estimation performance in low SNR condition. Simulation results demonstrate the effectiveness of our method. (C) 2009 Elsevier B.V. All rights reserved.
引用
收藏
页码:1839 / 1843
页数:5
相关论文
共 50 条
  • [1] Fourth-order cumulants-based sparse representation approach for DOA estimation in MIMO radar with unknown mutual coupling
    Liu, Jing
    Zhou, Weidong
    Wang, Xianpeng
    SIGNAL PROCESSING, 2016, 128 : 123 - 130
  • [2] Direction of arrival estimation for uniform circular array based on fourth-order cumulants in the presence of unknown mutual coupling
    Xiang, L.
    Ye, Z.
    Xu, X.
    Chang, C.
    Xu, W.
    Hung, Y. S.
    IET MICROWAVES ANTENNAS & PROPAGATION, 2008, 2 (03) : 281 - 287
  • [3] DOA estimation algorithm for conformal array based on fourth-order cumulants
    Telecommunication Engineering Institute, Air Force Engineering University, Xi'an Shaanxi 710077, China
    不详
    Dianbo Kexue Xuebao, 4 (735-744):
  • [4] DOA estimation in multipath: An approach using fourth-order cumulants
    Yuen, N
    Friedlander, B
    IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1997, 45 (05) : 1253 - 1263
  • [5] Multipath DOA and Fading Coefficients Estimation Using Fourth-Order Cumulants
    Zhang, Yufeng
    Ye, Zhongfu
    Xu, Xu
    ICSP: 2008 9TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, VOLS 1-5, PROCEEDINGS, 2008, : 374 - 377
  • [6] Genetic algorithm-based improved DOA estimation using fourth-order cumulants
    Ahmed, Ammar
    Tufail, Muhammad
    INTERNATIONAL JOURNAL OF ELECTRONICS, 2017, 104 (05) : 747 - 760
  • [7] DOA Estimation of Coherent and Incoherent Wideband OFDM Signals Based on Fourth-Order Cumulants
    Min, Wei
    Liu, Xiao Zhong
    Xu, Bao Gen
    Wan, Yi He
    Tang, Si Long
    Rao, Zhong Chu
    Wan, Qun
    PROCEEDINGS OF THE THIRD INTERNATIONAL CONFERENCE ON COMMUNICATIONS, SIGNAL PROCESSING, AND SYSTEMS, 2015, 322 : 581 - 589
  • [8] Improved algorithm for 2-D DOA estimation based on fourth-order cumulants
    Institute of Information Engineering, Information Engineering University, Zhengzhou 450002, China
    不详
    Shu Ju Cai Ji Yu Chu Li, 2007, 3 (342-346):
  • [9] DOA Estimation Using Fourth-Order Cumulants in Nested Arrays with Structured Imperfections
    Wang, Baoping
    Zheng, Junhao
    SENSORS, 2020, 20 (04)
  • [10] DOA Estimation of Coherent Signals on Coprime Arrays Exploiting Fourth-Order Cumulants
    Hu, Yang
    Liu, Yimin
    Wang, Xiqin
    SENSORS, 2017, 17 (04)