An effective direction estimation algorithm in multipath environment based on fourth-order cyclic cumulants

被引:0
|
作者
Jiang, H [1 ]
Wang, SX [1 ]
Lu, HJ [1 ]
机构
[1] Jilin Univ, Coll Commun Engn, Changchun 130025, Peoples R China
关键词
direction finding; higher order cyclic cumulants; multipath; EVESPA algorithm; forward-backward linear prediction;
D O I
暂无
中图分类号
TN [电子技术、通信技术];
学科分类号
0809 ;
摘要
In order to improve the direction estimation performance of noise-suppression and signal-selectivity in multimath environment of mobile communications, we develop a novel multipath direction finding algorithm by exploiting higher order cyclostationarity of communication signals. Firstly, the fourth-order cyclic cumulant matrices of the received signals are constructed and the generalized steering vector is estimated based on EVESPA algorithm, then Forward-Backward Linear Prediction (FBLP) method with subarrays is used to resolve the DOAs of each group of coherent signals of interest (SOIs), which can improve resolution of closely spaced coherent signals in small data length. Part of the array can be arbitrary, and unlike EVESPA algorithm, the total number of signals (SOIs and interferences) impinged on the array can be more than 2K(K-1)/3 with K-sensor uniform linear subarray and a maximum of 2K(K-1)/3 coherent SOIs can be resolved. The simulations show the advantages of the proposed method compared with EVESPA algorithm.
引用
收藏
页码:263 / 267
页数:5
相关论文
共 50 条
  • [31] DOA estimation based on fourth-order cumulants in the presence of sensor gain-phase errors
    Cao, Shenghong
    Ye, Zhongfu
    Hu, Nan
    Xu, Xu
    SIGNAL PROCESSING, 2013, 93 (09) : 2581 - 2585
  • [32] A New Adaptive Time Delay Estimation Using Fourth-Order Cumulants Based on Polarity Iterative
    Wang Hongzhi
    Xu Peixin
    Bi Aiqi
    2014 INTERNATIONAL CONFERENCE ON INFORMATION SCIENCE, ELECTRONICS AND ELECTRICAL ENGINEERING (ISEEE), VOLS 1-3, 2014, : 256 - 258
  • [33] Passive direction finding with a pair of acoustic vector sensors using fourth-order cumulants
    Shu, Ting
    He, Jin
    SIGNAL PROCESSING, 2022, 201
  • [34] DOA Estimation Using Fourth-Order Cumulants in Nested Arrays with Structured Imperfections
    Wang, Baoping
    Zheng, Junhao
    SENSORS, 2020, 20 (04)
  • [35] DOA Estimation of Coherent Signals on Coprime Arrays Exploiting Fourth-Order Cumulants
    Hu, Yang
    Liu, Yimin
    Wang, Xiqin
    SENSORS, 2017, 17 (04)
  • [36] DOA estimation for non-Gaussian signals using fourth-order cumulants
    Ye, Z.
    Zhang, Y.
    IET MICROWAVES ANTENNAS & PROPAGATION, 2009, 3 (07) : 1069 - 1078
  • [37] Sparse DOA Estimation Algorithm Based on Fourth-Order Cumulants Vector Exploiting Restricted Non-Uniform Linear Array
    Chen, Tao
    Shi, Lin
    Guo, Limin
    IEEE ACCESS, 2019, 7 : 9980 - 9988
  • [38] The Research of the Explicit Time Delay and Gain Estimation Algorithm Based On Fourth-Order Cumulants in Acoustic Pyrometry in the Power Plant Boiler
    Yang, Xiaoyu
    Liu, Xichui
    Shen, Jiong
    2017 CHINESE AUTOMATION CONGRESS (CAC), 2017, : 6091 - 6097
  • [39] Direction of arrival estimation for speech sources using fourth order cross cumulants
    Swartling, Mikael
    Sallberg, Benny
    Grbic, Nedelko
    PROCEEDINGS OF 2008 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS, VOLS 1-10, 2008, : 1696 - 1699
  • [40] Fourth-Order Cumulants based Underdetermined 2-D DOA Estimation using Single AVS
    Sharma, Umesh
    Agrawal, Monika
    GLOBAL OCEANS 2020: SINGAPORE - U.S. GULF COAST, 2020,