Data fusion for ground moving target tracking

被引:11
|
作者
Koller, Jost [1 ]
Ulmke, Martin [1 ]
机构
[1] FGAN, FKIE, D-53343 Wachtberg, Germany
关键词
tracking; ground moving target indication radar (GMTI); retrodiction; multiple hypothesis tracking (MHT); sequential track extraction;
D O I
10.1016/j.ast.2006.10.010
中图分类号
V [航空、航天];
学科分类号
08 ; 0825 ;
摘要
The aim of ground surveillance is the large scale, continuous and near real time determination of a dynamical ground picture. This task comprises detection and tracking of moving single targets and convoys, mobile weapon systems, and military equipment. The sensors of choice are airborne Ground Moving Target Indicator (GMTI) radar and synthetic aperture radar (SAR). As ground target tracking often suffers from dense target situations, high clutter, and low visibility, the integration and fusion of external background information is essential for providing precise and continuous tracks. We present Multi Hypotheses techniques for tracking several targets in complex ground situations with clutter. Methods to incorporate topographic information, in particular digital road maps, are described and demonstrated. (C) 2007 Elsevier Masson SAS. All rights reserved.
引用
收藏
页码:261 / 270
页数:10
相关论文
共 50 条
  • [21] Heterogeneous sensors data fusion for target tracking
    Li, JS
    Liu, ZL
    Dang, HG
    ICSP '98: 1998 FOURTH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, PROCEEDINGS, VOLS I AND II, 1998, : 1525 - 1528
  • [22] Heterogeneous sensors data fusion for target tracking
    Int Conf Signal Process Proc, (1525-1528):
  • [23] Target image tracking based on data fusion
    Zhou, Rui
    Shen, Gongxun
    Fang, Jiancheng
    Zhu, Shiping
    Tien Tzu Hsueh Pao/Acta Electronica Sinica, 1998, 26 (12): : 89 - 91
  • [24] Trend data on medical encounters: Tracking a moving target
    Bernstein, AB
    Hing, E
    Burt, CW
    Hall, MJ
    HEALTH AFFAIRS, 2001, 20 (02) : 58 - 72
  • [25] A research on moving target trajectory simulation and tracking in wide area surveillance ground moving target indication mode
    Zheng, Shi-Chao
    Liu, Ya-Bo
    Song, Hong-Jun
    Yan, He
    Wu, Kun
    Dianzi Yu Xinxi Xuebao/Journal of Electronics and Information Technology, 2013, 35 (09): : 2108 - 2113
  • [26] Target recognition and tracking based on data fusion and data mining
    Yang, J
    Hu, Y
    Li, GZ
    DATA MINING AND APPLICATIONS, 2001, 4556 : 7 - 14
  • [27] Long-term tracking method on ground moving target of UAV
    Gao, Qingji
    Zeng, Zheng Chao
    Hu, Dandan
    2014 IEEE CHINESE GUIDANCE, NAVIGATION AND CONTROL CONFERENCE (CGNCC), 2014, : 2429 - 2432
  • [28] Ground moving target tracking control system design for UAV surveillance
    Li, Zhongjian
    Ding, Jiarui
    2007 IEEE INTERNATIONAL CONFERENCE ON AUTOMATION AND LOGISTICS, VOLS 1-6, 2007, : 1458 - 1463
  • [29] Vision-Based Tracking of a Ground-Moving Target with UAV
    Sanghyuk Park
    Dongwon Jung
    International Journal of Aeronautical and Space Sciences, 2019, 20 : 467 - 482
  • [30] Coordinated Standoff Tracking of a Ground Moving Target and the Phase Separation Problem
    Kokolakis, Nick-Marios T.
    Koussoulas, Nick T.
    2018 INTERNATIONAL CONFERENCE ON UNMANNED AIRCRAFT SYSTEMS (ICUAS), 2018, : 473 - 482