Study on Multi-target Tracking Algorithm of Bistatic MIMO Radar Based on Improved Adaptive Asymmetric Joint Diagonalization

ZHANG Zhengyan; ZHANG Jianyun

doi:10.11999/JEIT170247

Volume 39 Issue 12

Dec. 2017

Turn off MathJax

Article Contents

Article Navigation > Journal of Electronics & Information Technology > 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[J]. Journal of Electronics & Information Technology, 2017, 39(12): 2866-2873. doi: 10.11999/JEIT170247

Citation:

ZHANG Zhengyan, ZHANG Jianyun. Study on Multi-target Tracking Algorithm of Bistatic MIMO Radar Based on Improved Adaptive Asymmetric Joint Diagonalization[J]. Journal of Electronics & Information Technology, 2017, 39(12): 2866-2873. doi: 10.11999/JEIT170247

Citation:

PDF( 825 KB)

Study on Multi-target Tracking Algorithm of Bistatic MIMO Radar Based on Improved Adaptive Asymmetric Joint Diagonalization

doi: 10.11999/JEIT170247

ZHANG Zhengyan¹,
ZHANG Jianyun¹

Received Date: 2017-03-19
Rev Recd Date: 2017-10-01
Publish Date: 2017-12-19

Abstract

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.
- Bistatic MIMO radar,
- Angle tracking,
- Adaptive Asymmetric Joint Diagonalization (AAJD),
- High maneuvering target,
- Low complexity

FullText(HTML)

References(25)

References

徐旭宇, 李小波, 梁浩, 等. 基于二次虚拟孔径扩展的双基地MIMO雷达相干分布式目标中心角度估计[J]. 电子与信息学报, 2014, 36(4): 953-959. doi: 10.3724/SP.J.1146.2013.00955.

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.

樊劲宇, 顾红, 苏卫民, 等. 基于张量分解的互质阵MIMO雷达目标参数估计[J]. 电子与信息学报, 2015, 37(4): 933-938. doi: 10.11999/JEIT140826.

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.

张秦, 张林让, 郑桂妹, 等. 任意阵列双基地MIMO雷达的半实值MUSIC目标DOD和DOA联合估计[J]. 系统工程与电子技术, 2016, 38(3): 532-538. doi: 10.3969/j.issn.1001-506X. 2016.03.09.

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.

梁浩, 崔琛, 余剑. 基于ESPRIT算法的十字型阵列MIMO雷达降维DOA估计[J]. 电子与信息学报, 2016, 38(1): 80-89. doi: 10.11999/JEIT150402.

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.

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.

刘晓莉, 廖桂生. 基于MUSIC和ESPRIT的双基地MIMO雷达角度估计算法[J]. 电子与信息学报, 2010, 32(9): 2179-2183. doi: 10.3724/SP.J.1146.2009.01459.

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.

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.

梁浩, 崔琛, 余剑. 十字型阵列MIMO雷达高精度二维DOA估计[J]. 雷达学报, 2016, 5(3): 254-264. doi:10.12000/ JR16016.

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.

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 (ICISE2011), Yangzhou, 2011: 958-961.

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.

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.

李丽, 邱天爽. 双基地MIMO雷达目标参数估计及动态跟踪新算法[J]. 信号处理, 2014, 30(2): 155-162.

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.

张正言, 李小波, 徐旭宇, 等. 双基地MIMO雷达角度快速跟踪算法[J]. 信号处理, 2016, 32(6): 701-706. doi: 10.16798/ j.issn.1003-0530.2016.06.009.

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.

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.

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.

Relative Articles

Supplements(0)

Cited By

Proportional views