Abstract:In order to solve the problem of low tracking performance for bistatic MIMO radar based on Adaptive Asymmetric Joint Diagonalization (AAJD) algorithm, an improved multi-target tracking method is proposed. The reason for the low tracking performance of AAJD algorithm is that the estimated angle of the previous time is reused for angle estimation. It is proved that each eigenvectors of the AAJD algorithm corresponds to a target. Improved AAJD algorithm can estimate the DOD and DOA directly, which improves tracking performance and can solve high maneuvering target tracking problems. And 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 has higher tracking performance than AAJD algorithm, especially when the large maneuvering target is tracking. The efficiency of the proposed method is verified.
张正言,张剑云. 基于改进型自适应非对称联合对角化双基地MIMO雷达多目标跟踪算法研究[J]. 电子与信息学报, 2017, 39(12): 2866-2873.
ZHANG Zhengyan, ZHANG Jianyun. Study on Multi-target Tracking Algorithm of Bistatic MIMO Radar Based on Improved Adaptive Asymmetric Joint Diagonalization. JEIT, 2017, 39(12): 2866-2873.
FISHER E, HAIMOVICH A, BLUM R S, et al. Spatial diversity in radar-models and detection performance[J]. IEEE Transactions on Signal Processing, 2006, 54(3): 823-838. doi: 10.1109/TSP.2005.862913.
XU Xuyu, LI Xiaobo, LIANG Hao, et al. Central angle estimation of coherently distributed sources for bistatic MIMO radar on second virtual array aperture extension[J]. Journal of Electronics & Information Technology, 2014, 36(4): 953-959. doi: 10.3724/SP.J.1146.2013.00955.
FAN Jinyu, GU Hong, SU Weimin, et al. Co-prime MIMO radar multi-parameter estimation based on tensor decomposition[J]. Journal of Electronics & Information Technology, 2015, 37(4): 933-938. doi: 10.11999/JEIT140826.
ZHANG Qin, ZHANG Linrang, ZHENG Guimei, et al. Joint DOD and DOA estimation for bistatic MIMO radar with arbitrary array using semi-real-valued MUSIC[J]. Systems Engineering and Electronics, 2016, 38(3): 532-538. doi: 10.3969/j.issn.1001-506X.2016.03.09.
LIANG Hao, CUI Chen, and YU Jian. Reduced-dimensional DOA estimation based on ESPRIT algorithm in monostatic MIMO radar with cross array[J]. Journal of Electronics & Information Technology, 2016, 38(1): 80-89. doi: 10.11999/ JEIT150402.
[6]
ZAHERNIA A, DEHAHANI M J, and JAVIDAN R. MUSIC algorithm for DOA estimation using MIMO arrays[C]. 2011 Sixth International Conference on Telecommunication Systems, Services, and Application, Bali, Indonesia, 2011: 149-153. doi: 10.1109/TSSA.2011.6095424.
LIU Xiaoli and LIAO Guisheng. Combined MUSIC with ESPRIT algorithm for angle estimation in bistatic MIMO radar system[J]. Journal of Electronics & Information Technology, 2010, 32(9): 2179-2183. doi: 10.3724/SP.J.1146. 2009.01459.
[8]
ZHENG Z D and ZHANG J Y. Fast method for multi-target localization in bistatic MIMO radar[J]. IEEE Lectronics Letters, 2011, 47(2): 138-139. doi:10.1049/el.2010.2577.
LIANG Hao, CUI Chen, and YU Jian. Two-dimensional DOA estimation with high accuracy for MIMO radar using cross array[J]. Journal of Radar, 2016, 5(3): 254-264. doi: 10.12000/JR16016.
[10]
WU H L and ZHANG X F. DOA tracking in monostatic MIMO radar using PARAFAC-RLST algorithm[C]. The 3rd International Conference on Information Science and Engineering (ICISE’2011), Yangzhou, 2011: 958-961.
[11]
ZHANG X F, LI J F, FENG G P, et al. Kalman-PASTd based DOA tracking algorithm for monostatic MIMO radar[C]. International Conference on Information, Services and Management Engineering, Beijing, 2011: 220-224.
[12]
YU H X, ZHANG X F, CHEN X Q, et al. Computationally efficient DOA tracking algorithm in monostatic MIMO radar with automatic association[J]. International Journal of Antennas and Propagation, 2014(12): 1-10. doi: 10.1155 /2014/501478.
LI Li and QIU Tianshang. A novel algorithm for target parameter estimation and dynamic tracking in bistatic MIMO radar system[J]. Signal Processing, 2014, 30(2): 155-162.
ZHANG Zhengyan, LI Xiaobo, XU Xuyu, et al. Target angle
rapid algorithm for bistatic MIMO radar[J]. Signal Processing, 2016, 32(6): 701-706. doi: 10.16798/j.issn.1003-0530.2016.06. 009.
[15]
WU H L and ZHANG X F. DOD and DOA tracking for bistatic MIMO radar using PASTd without additional angles pairing[C]. IEEE Fifth International Conference on Advanced Computational Intelligence, Nanjing, 2012: 1132-1136. doi: 10.1109/ICACI.2012.6463350.
[16]
ZHANG W T, LOU S T, LI X J, et al. Tracking multiple target in MIMO radar Via adaptive asymmetric joint diagonalization[J]. IEEE Transactions on Signal Processing, 2016, 64(11): 2880-2893. doi: 10.1109/TSP.2016.2535249.