Study on Multi-target Angle Tracking Algorithm of Bistatic MIMO Radar with Unknown Target Number

被引:1
|
作者
Zhang Zhengyan [1 ]
Zhang Jianyun [1 ]
Zhou Qingsong [1 ]
机构
[1] Natl Univ Def Technol, Hefei 230037, Anhui, Peoples R China
基金
中国国家自然科学基金;
关键词
Bistatic MIMO radar; Angle tracking; Target number tracking; Automatic matching and association;
D O I
10.11999/JEIT171174
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 order to solve the angle tracking problem of bistatic MIMO radar when the number of target is unknown, a joint tracking algorithm of the number of target and the angle is proposed. There is no variable in Adaptive Asymmetric Joint Diagonalization (AAJD) algorithm that can directly represent the eigenvalue. Therefore, the idea of principal component sequence estimation is introduced to the improved AAJD algorithm, and the eigenvalues are iteratively evaluated. Then, the number of target is estimated by using the improved information theory. Secondly, the anti-dithering algorithm of target number is proposed, which improves the robustness of the algorithm. Finally, the ESPRIT algorithm is improved to realize the automatic matching and association of DOD and DOA. The simulation results show that the improved AAJD algorithm can successfully track the number of target and angle trajectories. The efficiency of the proposed method is verified.
引用
收藏
页码:2491 / 2497
页数:7
相关论文
共 18 条
  • [1] Bannour S., 1992, ICASSP-92: 1992 IEEE International Conference on Acoustics, Speech and Signal Processing (Cat. No.92CH3103-9), P297, DOI 10.1109/ICASSP.1992.226061
  • [2] [樊劲宇 Fan Jinyu], 2015, [电子与信息学报, Journal of Electronics & Information Technology], V37, P933
  • [3] Spatial diversity in radars-models and detection performance
    Fishler, E
    Haimovich, A
    Blum, RS
    Cimini, LJ
    Chizhik, D
    Valenzuela, RA
    [J]. IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2006, 54 (03) : 823 - 838
  • [4] Li Li, 2014, Journal of Signal Processing, V30, P155
  • [5] [梁浩 Liang Hao], 2016, [雷达学报, Journal of Radars], V5, P254
  • [6] [梁浩 Liang Hao], 2016, [电子与信息学报, Journal of Electronics & Information Technology], V38, P80
  • [7] [刘晓莉 Liu Xiaoli], 2010, [电子与信息学报, Journal of Electronics & Information Technology], V32, P2179, DOI 10.3724/SP.J.1146.2009.01459
  • [8] Joint Design of Transmit Waveforms and Receive Filters for MIMO Radar Space-Time Adaptive Processing
    Tang, Bo
    Tang, Jun
    [J]. IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2016, 64 (18) : 4707 - 4722
  • [9] MIMO Radar Waveform Design in Colored Noise Based on Information Theory
    Tang, Bo
    Tang, Jun
    Peng, Yingning
    [J]. IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2010, 58 (09) : 4684 - 4697
  • [10] Wu H., 2011, 3 INT C INF SCI ENG, P958