Turn rate estimation using range rate measurements for fast manoeuvring tracking

被引:15
作者
Frencl, Victor B. [1 ]
do Val, Joao B. R. [1 ]
Mendes, Rafael S. [1 ]
Zuniga, Yusef C. [2 ]
机构
[1] Univ Estadual Campinas, Sch Elect & Comp Engn, Campinas, SP, Brazil
[2] Bradar Embraer Def & Seguranca, Rua Estacio Sa 788, Campinas, SP, Brazil
关键词
TARGET TRACKING;
D O I
10.1049/iet-rsn.2016.0467
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In critical tracking problems, it is important to follow fast manoeuvring targets and use each measurement at disposal to best estimate a fast curvilinear trajectory. The turn rate is important to that end, but it is not generally available for measurements in radar systems. This study develops a method that uses the information of the range rate, typically a fairly accurate measurement, together with the coordinate point measurement, in order to improve the turn rate estimation. It introduces an estimation method that applies a compatibility check between the range rate measurement and the estimated velocity projection on the range direction. Disagreement between these quantities indicates a turn rate change, leading to one step corrections. The particle filter combined with best linear unbiased estimator filters is used to improve state estimations and likelihood functions and the corrections are introduced independently to each particle. For comparisons, a method from the literature and the proposed method are implemented, tested and compared. Performance error analysis indicates the effectiveness of the present method for fast manoeuvrers.
引用
收藏
页码:1099 / 1107
页数:9
相关论文
共 26 条
  • [1] [Anonymous], 2010, PRINCIPLES MODERN RA
  • [2] [Anonymous], 2003, Beyond the Kalman Filter: Particle Filters for Tracking Applications
  • [3] Bar-Shalom Y., 2001, ESTIMATION APPL TRAC
  • [4] Maneuver detection using the radar range rate measurement
    Bizup, DF
    Brown, DE
    [J]. IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2004, 40 (01) : 330 - 336
  • [5] Blackman Samuel, 1999, Design and Analysis of Modern Tracking Systems
  • [6] Bordonaro S., 2011, P SPIE SIGN DAT PROC
  • [7] Bordonaro SV, 2012, CONF REC ASILOMAR C, P880, DOI 10.1109/ACSSC.2012.6489141
  • [8] Estimation under unknown correlation: Covariance intersection revisited
    Chen, LG
    Arambel, PO
    Mehra, RK
    [J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2002, 47 (11) : 1879 - 1882
  • [9] DUAN Z, 2004, P 7 INT C INF FUS, P599
  • [10] Efe M, 1996, IEEE DECIS CONTR P, P3151, DOI 10.1109/CDC.1996.573613