A DOA Tracking Method Based on Offset Compensation Using Nested Array

被引:12
|
作者
Zhang, Qiting [1 ,2 ]
Li, Jianfeng [1 ,2 ]
Li, Yingying [1 ,2 ]
Li, Ping [1 ,2 ]
机构
[1] Nanjing Univ Aeronaut & Astronaut, Coll Elect & Informat Engn, Nanjing 211106, Peoples R China
[2] Minist Ind & Informat Technol, Key Lab Dynam Cognit Syst Electromagnet Spectrum, Beijing, Peoples R China
基金
美国国家科学基金会; 中国博士后科学基金;
关键词
Radar tracking; Direction-of-arrival estimation; Discrete Fourier transforms; Taylor series; Approximation algorithms; Estimation; Covariance matrices; DOA tracking; nested array; Taylor expansion approximation; vectorization; ESTIMATION ALGORITHM; SUBSPACE;
D O I
10.1109/TCSII.2021.3114025
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 this brief, DOA tracking using a nested array (NA) is discussed and a modified tracking method is proposed. Discrete Fourier transform (DFT) is firstly used to estimate DOAs at the beginning moment. Thereafter, we realize DOA tracking through compensating offsets of adjacent moments. Offsets can be obtained by total least squares (TLS), which is constructed via first-order Taylor expansion. Meanwhile, the noise component is taken into account to strengthen the robustness to noise influence, whose power can be estimated as a by-product. The proposed method is simple to implement and requires no data association operation with multiple DOAs. Compared with other state-of-art DOA tracking methods, it has much better DOA tracking performance while with medium complexity, which achieves a good compromise between performance and computational complexity. The feasibility of this approach is verified by experimental simulations.
引用
下载
收藏
页码:1917 / 1921
页数:5
相关论文
共 50 条
  • [11] Underdetermined DOA Estimation Algorithm Based on an Improved Nested Array
    Wang, Lanmei
    Hui, Zhe
    Wang, Shuzhen
    Wang, Guibao
    WIRELESS PERSONAL COMMUNICATIONS, 2020, 112 (04) : 2423 - 2437
  • [12] DOA estimation in conformal arrays based on the nested array principles
    Alinezhad, Pourya
    Seydnejad, Saeid R.
    Abbasi-Moghadam, Dariush
    DIGITAL SIGNAL PROCESSING, 2016, 50 : 191 - 202
  • [13] Underdetermined DOA Estimation Algorithm Based on an Improved Nested Array
    Lanmei Wang
    Zhe Hui
    Shuzhen Wang
    Guibao Wang
    Wireless Personal Communications, 2020, 112 : 2423 - 2437
  • [14] DOA estimation algorithm based on maximum likelihood estimation for nested array
    Electronic Engineering Institute, Hefei
    230037, China
    不详
    230037, China
    Hangkong Xuebao, 11
  • [15] DOA Estimation Based on Subspace Compensation for Unfolded Coprime Array
    Jianfeng Li
    Xiong Xu
    Ping Li
    Yawei Tang
    Journal of Beijing Institute of Technology, 2021, 30 (04) : 363 - 367
  • [16] DOA Estimation Based on Subspace Compensation for Unfolded Coprime Array
    Li J.
    Xu X.
    Li P.
    Tang Y.
    Journal of Beijing Institute of Technology (English Edition), 2021, 30 (04): : 363 - 367
  • [17] A new mutual coupling compensation method for receiving antenna array-based DOA estimation
    Parhizgar, Naser
    ARCHIVES OF ELECTRICAL ENGINEERING, 2018, 67 (02) : 419 - 431
  • [18] Partial Dictionary Based Off-Grid DOA Estimation Using Combined Coprime and Nested Array
    Li, Jianfeng
    Xu, Xiong
    Li, Ping
    Zhang, Qiting
    WIRELESS COMMUNICATIONS & MOBILE COMPUTING, 2021, 2021
  • [19] Low Complexity DFT Based DOA Estimation for Synthetic Nested Array Using Single Moving Sensor
    Shi, Zhan
    Xu, Le
    Zheng, Wang
    WIRELESS PERSONAL COMMUNICATIONS, 2018, 101 (02) : 857 - 874
  • [20] Low Complexity DFT Based DOA Estimation for Synthetic Nested Array Using Single Moving Sensor
    Zhan Shi
    Le Xu
    Wang Zheng
    Wireless Personal Communications, 2018, 101 : 857 - 874