Efficient DOA Estimation for Wideband Sources in Multipath Environment

被引:2
作者
Zhang, Xiaoyu [1 ]
Tao, Haihong [1 ]
Fang, Ziye [2 ]
Xie, Jian [3 ]
机构
[1] Xidian Univ, Natl Lab Radar Signal Proc, Xian 710071, Peoples R China
[2] Xidian Univ, Sch Comp Sci & Technol, Xian 710071, Shaanxi, Peoples R China
[3] Northwestern Polytech Univ, Sch Elect & Informat, Xian 710072, Peoples R China
基金
中国国家自然科学基金;
关键词
array signal processing; direction-of-arrival (DOA) estimation; wideband sources; coherent signals; SIGNALS;
D O I
10.3390/rs14163951
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
A novel direction-of-arrival (DOA) estimator is proposed for the mixed uncorrelated and correlated wideband sources in the multipath environment. Firstly, the novel signal model is established using the aligned envelope technique. Next, the estimator can be divided into two parts. Theoretical analyses show that the correlated components cannot form peaks and only the DOA of uncorrelated signals can be acquired in the first part. Then, the correlated components are extracted from the corresponding covariance matrix and handled in the second part. Using the concept of linear search, the computational complexity of the algorithm is significantly reduced. Simulation results show the direction of uncorrelated and correlated wideband signals can be processed and distinguished effectively in the proposed method. Compared with previous DOA estimators for correlated wideband sources, the estimation accuracy has been improved.
引用
收藏
页数:12
相关论文
共 22 条
  • [1] Coherent wide-band signals DOA estimation by the new CTOPS algorithm
    Asadzadeh, Abbas
    Alavi, Seyed Mohammad
    Karimi, Mahmood
    Amiri, Hadi
    [J]. MULTIDIMENSIONAL SYSTEMS AND SIGNAL PROCESSING, 2020, 31 (03) : 1075 - 1089
  • [2] Narrowband and Wideband Off-Grid Direction-of-Arrival Estimation via Sparse Bayesian Learning
    Das, Anup
    Sejnowski, Terrence J.
    [J]. IEEE JOURNAL OF OCEANIC ENGINEERING, 2018, 43 (01) : 108 - 118
  • [3] 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
  • [4] Low-Complexity 2D DOA Estimation and Self-Calibration for Uniform Rectangle Array with Gain-Phase Error
    Guo, Yiduo
    Hu, Xiaowei
    Feng, Weike
    Gong, Jian
    [J]. REMOTE SENSING, 2022, 14 (13)
  • [5] Design of a Grating Lobes-Free Architecture for Distributed Sensor System with Arbitrary Element Spacing
    Huang, Jiyan
    Liu, Chaoyang
    Hu, Wei
    Liao, Kuo
    [J]. REMOTE SENSING, 2022, 14 (06)
  • [6] Direction-of-Arrival Estimation of Circular and Noncircular Wideband Source Signals via Augmented Envelope Alignment
    Huang, Yulin
    Lu, Ying
    Xu, Yougen
    Liu, Zhiwen
    [J]. IEEE SYSTEMS JOURNAL, 2019, 13 (02): : 1219 - 1230
  • [7] FOCUSING MATRICES FOR COHERENT SIGNAL-SUBSPACE PROCESSING
    HUNG, HS
    KAVEH, M
    [J]. IEEE TRANSACTIONS ON ACOUSTICS SPEECH AND SIGNAL PROCESSING, 1988, 36 (08): : 1272 - 1281
  • [8] Super-Resolution DOA Estimation for Wideband Signals Using Non-Uniform Linear Arrays With No Focusing Matrix
    Jirhandeh, Milad Javadzadeh
    Hezaveh, Hoomaan
    Kahaei, Mohammad Hossein
    [J]. IEEE WIRELESS COMMUNICATIONS LETTERS, 2022, 11 (03) : 641 - 644
  • [9] Liang YS, 2019, 2019 OPTICAL FIBER COMMUNICATIONS CONFERENCE AND EXHIBITION (OFC)
  • [10] 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