A dynamic multiple sensor system for radar maneuvering target tracking problems

被引:0
|
作者
Chung, Yi-Nung [1 ]
Chou, Pao-Hua
Chen, Hsin-Ta
Chuo, Feng-Pin
机构
[1] Natl Changhua Univ Educ, Dept Elect Engn, Changhua 500, Taiwan
[2] Natl Changhua Univ Educ, Dept Engn Mech, Changhua 500, Taiwan
[3] Dayeh Univ, Dept Elect Engn, Changchun 515, Peoples R China
关键词
dynamic sensor system; multiple sensor data fusion; gating; 1-step conditional maximum likelihood; maneuvering compensator;
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 view of the lack dynamicity in a traditional fixed sensor system, an algorithm of tracking multiple maneuvering targets in a dynamic sensor system is proposed in this paper. The algorithm combines coordinate conversion logics and a multiple sensor data fusion for it to work in the dynamic sensor system. With the developed algorithm, the sensors can be installed in various tracking systems which will improve the tracking accuracy and reliability of radar surveillance. Moreover, in order to solve the data association and target maneuvering situations, an adaptive approach including data association technique and a maneuvering compensator is applied to solve both data association and target maneuvering problems simultaneously. According to the simulation results, we convince that the proposed approach in this paper, can track multiple targets in a dynamic sensor system.
引用
收藏
页码:1833 / 1847
页数:15
相关论文
共 50 条
  • [1] Tracking a Maneuvering Target in the Presence of Clutter by Multiple Detection Radar and Infrared Sensor
    Rashid, Mehdi
    Sebt, Mohammad Ali
    2017 25TH IRANIAN CONFERENCE ON ELECTRICAL ENGINEERING (ICEE), 2017, : 1917 - 1922
  • [2] MANEUVERING TARGET TRACKING ALGORITHM FOR A RADAR SYSTEM
    SUN, HM
    CHIANG, SM
    INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 1989, 20 (10) : 1801 - 1811
  • [3] An improved estimator using multiple sensor data fusion for radar maneuvering target tracking systems
    Chung, Yi-Nung
    Chen, Hsin-Ta
    Chou, Pao-Hua
    Yang, Maw-Rong
    JOURNAL OF THE CHINESE INSTITUTE OF ENGINEERS, 2007, 30 (02) : 203 - 210
  • [4] Tracking maneuvering target in clutter with passive sensor aided by airborne radar
    Wu, Wei-Hua
    Jiang, Jing
    Gao, Lan
    Kongzhi yu Juece/Control and Decision, 2015, 30 (02): : 277 - 282
  • [5] Tracking of a highly maneuvering target using a radar multisensor and an angle sensor
    Okada, Takamitsu
    Tsujimichi, Shingo
    Kosuge, Yoshio
    Electronics and Communications in Japan, Part I: Communications (English translation of Denshi Tsushin Gakkai Ronbunshi), 2001, 84 (02): : 99 - 109
  • [6] Tracking of a highly maneuvering target using a radar multisensor and an angle sensor
    Okada, T
    Tsujimichi, S
    Kosuge, Y
    ELECTRONICS AND COMMUNICATIONS IN JAPAN PART I-COMMUNICATIONS, 2001, 84 (02): : 99 - 109
  • [7] Maneuvering Target Tracking in Wide Area Multilateration Radar System
    Szullo, Adm
    Seller, Rudolf
    2016 17TH INTERNATIONAL RADAR SYMPOSIUM (IRS), 2016,
  • [8] Extended multiple-model estimator for radar maneuvering target tracking
    Chung, Yi-Nung
    Juang, Dend-Jyi
    Hsu, Tsung-Chun
    Chang, Chi-Hsian
    Yang, Maw-Rong
    Hsu, Shun-Peng
    Hangkong Taikong ji Minhang Xuekan/Journal of Aeronautics, Astronautics and Aviation, 2008, 40 A (02): : 99 - 104
  • [9] Maneuvering Target Tracking Algorithm Based on Multiple Models in Radar Networking
    Zhang, Jiaqi
    Zhang, Xiushe
    Song, Jiaqi
    ICCAIS 2019: THE 8TH INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION AND INFORMATION SCIENCES, 2019,
  • [10] Maneuvering Target Tracking with ESM Sensor
    Quan, Hongwei
    Li, Junhua
    Zhang, Xiaojuan
    PROCEEDINGS OF THE 2ND INTERNATIONAL CONFERENCE ON SOFT COMPUTING IN INFORMATION COMMUNICATION TECHNOLOGY, 2014, : 135 - 137