Maneuvering Target Tracking in Doppler Blind Zone based on the Fusion of Active and Passive Measurements

被引:0
作者
Su Changjie [1 ]
Zhu Hongyan [1 ]
机构
[1] Xi An Jiao Tong Univ, Fac Elect & Informat Engn, Xian 710049, Peoples R China
来源
2022 41ST CHINESE CONTROL CONFERENCE (CCC) | 2022年
基金
中国国家自然科学基金;
关键词
Doppler blind zone; UKF; IMM; Maneuvering target tracking; HIDDEN;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In the detection range of Doppler radar, once the relative range rate of the target is less than the minimum detectable velocity (MDV), it means that the target enters the Doppler blind zone (DBZ) of the radar, making the problem of target tracking intractable. A maneuvering target tracking algorithm in Doppler blind zone based on the fusion of active and passive measurements (FAPM) is proposed in this paper. A range rate pseudo measurement under the MDV constraint is constructed based on the unscented transform (UT) firstly. After that, the range rate pseudo measurement and the passive measurement from electronic support measures (ESM) are combined for the filter process in the framework of IMM. Simulation results show that the algorithm has high accuracy and short response time for maneuvering target tracking in the DBZ.
引用
收藏
页码:2996 / 3001
页数:6
相关论文
共 50 条
  • [21] An improved method for tracking targets in Doppler blind zone based on particle filter
    Han, W. (hanweiradar@126.com), 1600, China Spaceflight Society (34): : 417 - 425
  • [22] Maneuvering target tracking algorithm based on multi-station bearing-only passive location with incomplete observation
    Zhang Tao
    Liu Chengcheng
    Cai Yunze
    2014 33RD CHINESE CONTROL CONFERENCE (CCC), 2014, : 7356 - 7360
  • [23] Transformer-Based Maneuvering Target Tracking
    Zhao, Guanghui
    Wang, Zelin
    Huang, Yixiong
    Zhang, Huirong
    Ma, Xiaojing
    SENSORS, 2022, 22 (21)
  • [24] Maneuvering Target Tracking Based on Waveform Scheduling
    Zhang H.-W.
    Xie J.-W.
    Ge J.-A.
    Zong B.-F.
    Lu W.-L.
    Tien Tzu Hsueh Pao/Acta Electronica Sinica, 2019, 47 (03): : 560 - 567
  • [25] Turn Rate Estimation Based on Curve Fitting in Maneuvering Target Tracking
    Wang, Xiao
    Han, Chongzhao
    2010 42ND SOUTHEASTERN SYMPOSIUM ON SYSTEM THEORY (SSST), 2010,
  • [26] Multisensor Maneuvering Target Fusion Tracking Using Interacting Multiple Model
    Zhao, Baofeng
    AUTOMATIC CONTROL AND COMPUTER SCIENCES, 2024, 58 (03) : 303 - 312
  • [27] Maneuvering Target Tracking Based on Multiple Model Methods
    Li, Siyuan
    Bao, Qiliang
    7TH INTERNATIONAL SYMPOSIUM ON ADVANCED OPTICAL MANUFACTURING AND TESTING TECHNOLOGIES: OPTOELECTRONICS MATERIALS AND DEVICES FOR SENSING AND IMAGING, 2014, 9284
  • [28] Collaborative Maneuvering Target Tracking in Wireless Sensor Network with Quantized Measurements
    Zhou, Yan
    Li, Jianxun
    2009 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS (SMC 2009), VOLS 1-9, 2009, : 5097 - 5102
  • [29] A single observer passive tracking algorithm based on maneuvering detection
    Yang, Wei
    Zhang, Wei
    Dong, Weihang
    PROCEEDINGS OF 2016 IEEE 13TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING (ICSP 2016), 2016, : 1504 - 1508
  • [30] An improved multi-sensor data fusion algorithm for maneuvering target tracking
    Hu Zhentao
    Liu Xianxing
    Proceedings of the 24th Chinese Control Conference, Vols 1 and 2, 2005, : 1272 - 1276