Super-Resolution DOA Estimation for Wideband Signals Using Non-Uniform Linear Arrays With No Focusing Matrix

被引:13
|
作者
Jirhandeh, Milad Javadzadeh [1 ]
Hezaveh, Hoomaan [1 ]
Kahaei, Mohammad Hossein [1 ]
机构
[1] Iran Univ Sci & Technol, Sch Elect Engn, Tehran 1684613114, Iran
关键词
Direction-of-arrival estimation; Wideband; Estimation; Narrowband; Focusing; Superresolution; Sensor arrays; Gridless sparse; direction of arrival; coherent estimation; wideband sources; atomic norm; prolate spheroidal wave functions; TIME;
D O I
10.1109/LWC.2021.3139568
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
We focus on developing an effective Direction Of Arrival (DOA) estimation method for wideband sources based on the super-resolution concept. In this letter, we represent the data model of a wideband DOA estimation problem in a new form. Then, using this model, we propose an atomic norm minimization problem that leads to an accurate wideband DOA estimation method with no need for any focusing matrices. Moreover, this method requires no initial estimate and can be implemented by non-uniform linear arrays. Numerical simulations show that in comparison to some well-known techniques, the proposed method generates outstanding accuracy and higher robustness to noise. The effectiveness of the method is also verified in presence of close adjacent sources.
引用
收藏
页码:641 / 644
页数:4
相关论文
共 29 条
  • [1] Gradient-projection based super-resolution wideband DOA estimation using non-uniform linear arrays
    Jirhande, Milad Javadzadeh
    Kahaei, Mohammad Hossein
    ELECTRONICS LETTERS, 2023, 59 (09)
  • [2] Super-resolution method for coherent DOA estimation of multiple wideband sources
    Jirhandeh, Milad Javadzadeh
    Kahaei, Mohammad Hossein
    SIGNAL PROCESSING, 2021, 189
  • [3] Gridless DOA Estimation and Root-MUSIC for Non-Uniform Linear Arrays
    Wagner, Mark
    Park, Yongsung
    Gerstoft, Peter
    IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2021, 69 : 2144 - 2157
  • [4] DOA Estimation With Non-Uniform Linear Arrays: A Phase-Difference Projection Approach
    Chen, Hui
    Ballal, Tarig
    Al-Naffouri, Tareq Y.
    IEEE WIRELESS COMMUNICATIONS LETTERS, 2021, 10 (11) : 2435 - 2439
  • [5] Off-Grid DoA Estimation on Non-Uniform Linear Array Using Constrained Hermitian Matrix
    Chung, Hyeonjin
    Joo, Jeungmin
    Kim, Sunwoo
    ENERGIES, 2020, 13 (21)
  • [6] Coordinate Descent Method for AVS Linear Array DOA Estimation in Non-Uniform Noise
    Wang, Mingguang
    Zhu, Zhongrui
    Chen, Feng
    Wang, Huan
    IEEE SENSORS JOURNAL, 2024, 24 (07) : 10742 - 10754
  • [7] Harmonic Frequency Enhanced Direction of Arrival Estimation Using Non-Uniform Linear Arrays
    Niu, Ruizhi
    Zhang, Zhenyu
    IEEE ACCESS, 2024, 12 : 36942 - 36950
  • [8] Under-Determined DOA Estimation: A Method Based on Higher-Order Statistics and Non-Uniform Arrays
    Peng, Wei
    Li, Peng
    Wu, Xinyi
    Luo, Kai
    Zheng, Gan
    Li, Dong
    IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2024, 23 (11) : 15903 - 15914
  • [9] 1-BIT SPARSE GRIDLESS SUPER-RESOLUTION DOA ESTIMATION FOR COPRIME ARRAYS
    Raj, Anupama Govinda
    McClellan, James H.
    CONFERENCE RECORD OF THE 2019 FIFTY-THIRD ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS & COMPUTERS, 2019, : 108 - 112
  • [10] Super-resolution DOA estimation method for high-order acoustic sensor arrays
    Liu Y.
    Wang Y.
    Yang Y.
    Harbin Gongcheng Daxue Xuebao/Journal of Harbin Engineering University, 2021, 42 (10): : 1452 - 1457