Central difference based maneuvering emitter tracking with a single passive observer

被引:0
|
作者
Yang, Zheng-Bin [1 ]
Guo, Fu-Cheng [1 ]
Zhou, Yi-Yu [1 ]
机构
[1] School of Electronic Science and Engineering, National Univ. of Defense Technology, Changsha 410073, China
关键词
Passive filters - Bandpass filters - Kalman filters;
D O I
10.3724/sp.j.1146.2007.00947
中图分类号
学科分类号
摘要
To tackle the problem of tracking a maneuvering emitter by a single passive observer, an algorithm of combining the Central Difference Filter (CDF) and Interacting Multiple-Model(IMM) method is proposed. The proposed algorithm is easy to implement due to no request of calculating the Jacobian matrix, and more numerical stable by rebuilding traditional IMM algorithm into square root form. The proposed algorithm is applied to single observer passive location by using radial acceleration and angle information. Computer simulation results show that the presented method has similar performance to UT based IMM, and better performance than EKF based IMM in tracking accuracy.
引用
收藏
页码:2871 / 2875
相关论文
共 50 条
  • [21] Central Difference Information Filter with Interacting Multiple Model for Robust Maneuvering Object Tracking
    Liu, Guoliang
    Tian, Guohui
    2015 IEEE INTERNATIONAL CONFERENCE ON INFORMATION AND AUTOMATION, 2015, : 2142 - 2147
  • [22] PASSIVE TRACKING OF A MANEUVERING TARGET - AN ADAPTIVE APPROACH
    KATSIKAS, SK
    LEROS, AK
    LAINIOTIS, DG
    IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1994, 42 (07) : 1820 - 1825
  • [23] PASSIVE DEPTH TRACKING OF UNDERWATER MANEUVERING TARGETS
    MOOSE, RL
    GODIWALA, PM
    IEEE TRANSACTIONS ON ACOUSTICS SPEECH AND SIGNAL PROCESSING, 1985, 33 (04): : 1040 - 1044
  • [24] PASSIVE TRACKING OF A MOVING SOURCE BY A SINGLE OBSERVER IN SHALLOW-WATER
    HASSAB, JC
    JOURNAL OF SOUND AND VIBRATION, 1976, 44 (01) : 127 - 145
  • [25] Emitter Localization Using a Single Moving Observer Based on UKF
    Zhu Yilong
    Xie Shuguo
    Yang Meiling
    Zuo Ming
    2017 17TH IEEE INTERNATIONAL CONFERENCE ON COMMUNICATION TECHNOLOGY (ICCT 2017), 2017, : 1157 - 1161
  • [26] ML estimation of transition probabilities for an unknown maneuvering emitter tracking
    Luo, Xiaomei
    Jiu, Bo
    Chen, Shaodong
    Ge, Quanbo
    SIGNAL PROCESSING, 2015, 109 : 248 - 260
  • [27] Research on single observer-passive location technology based on method of phase difference rate of change
    Shan, Yue-Hui
    Sun, Zhong-Kang
    Huangfu, Kan
    2001, National University of Defense Technology (23):
  • [28] A Maneuvering Target Tracking Algorithm Based on Gaussian Filter for Multiple Passive Sensors
    Yang, Jinlong
    Ji, Hongbing
    Liu, Jinmang
    MATERIALS, MECHATRONICS AND AUTOMATION, PTS 1-3, 2011, 467-469 : 447 - 452
  • [29] New Method of Moving Targets Passive Tracking by Single Moving Observer Based on Measurement Data Fusion
    Wang, Jiegui
    MEASUREMENT TECHNOLOGY AND ITS APPLICATION, PTS 1 AND 2, 2013, 239-240 : 942 - 945
  • [30] The Robust Passive Location Algorithm for Maneuvering Target Tracking
    Yang, Xiaojun
    Liu, Gang
    Guo, Jinku
    Wang, Hongqiao
    He, Bing
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2015, 2015