Multiple detection joint integrated track splitting for multiple extended target tracking
作者: Yuan HuangTaek Lyul SongWon Jun LeeThia Kirubarajan
作者单位: 1Department of Electronic Systems Engineering, Hanyang University, Ansan, Republic of Korea
2Radar Engineering Center, Agency for Defense Development, Daejeon, Republic of Korea
3Department of Electrical and Computer Engineering, McMaster University, Ontario, Canada
刊名: Signal Processing, 2019, Vol.162 , pp.126-140
来源数据库: Elsevier Journal
DOI: 10.1016/j.sigpro.2019.04.015
关键词: Multiple detectionMultiple extended targetsMeasurement cells generationJITSVideo surveillanceImage target tracking
原始语种摘要: Abstract(#br)The extended target tracking problem, which occurs due to a high-resolution sensor resolving multiple scattering points of a target, is considered in this paper. Typical target tracking algorithms which use the point target assumption yield poor performances in extended target tracking scenarios, especially in the presence of closely spaced targets. This performance degeneration is mainly caused by a number of measurements that are shared among tracks when the extended targets are closely spaced. In order to achieve robust tracking performances in multiple extended target tracking environments, a novel tracker, named multiple detection joint integrated track splitting (MD-JITS), is proposed here. This tracker incorporates the measurement cells and the random matrix into a...
全文获取路径: Elsevier  (合作)
影响因子:1.851 (2012)

  • 有效性 
  • tracking 跟踪
  • target 目标
  • multiple 多次的
  • extended 扩展
  • integrated 综[组,复]合
  • detection 探测
  • splitting 裂距
  • spaced 空格
  • points 
  • effectiveness