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引入目标径向速度信息的多假设跟踪方法 被引量:4

Multiple Hypothesis Tracking Algorithm Using Target Doppler Information
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摘要 提出了一种新的基于目标径向速度信息的多假设跟踪算法,来解决边搜索边跟踪雷达系统中数据互联问题,即在SB/MHT算法中,通过引入目标径向速度信息,构造新的航迹置信度公式,完善航迹启动条件。系统仿真结果证明,新算法可有效减少航迹数目,从而缩短系统计算时间,具有更强的抑制虚警的能力。 A new multiple hypothesis tracking algorithm by using target Doppler information to solve the data association problem of modern radar systems is proposed in this paper.The novel feature of this method is that a new truth likelihood formula as well as initial conditions for new tracks is constructed by introducing target Doppler information.As numerical simulations indicated,the proposed method is effective,and can greatly reduce the number of tracks and computation time in comparison with the original one.
出处 《现代雷达》 CSCD 北大核心 2011年第7期45-48,共4页 Modern Radar
关键词 数据互联 多假设跟踪 置信度 data association multiple hypothesis tracking confidence
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  • 1Blackman S S. Multi-target tracking with radar application[M]. USA:Artech House, 1986.
  • 2Bar Shalom Y, Fortmann T E. Tracking and data association [ M ]. New York:Academic Press, 1988.
  • 3Reid D B. An algorithm for tracking multiple targets [ J ]. IEEE Transactions on Automatic Control, 1979, 24 (6): 843 - 854.
  • 4Blackman S S, Dempster R J, Busch M T. IMM/MHT solu- tion to radar benchmark tracking problem [ J ]. IEEE Trans- actions on Aerospace and Electronic System, 1999, 35 (2) : 730 - 738.
  • 5James A, Scott S. Efficient target tracking using dynamic programming[J] . IEEE Transactions on AES, 1993, 29 (1) : 44 -56.
  • 6Sengupata D, Ihis R A. Neural solution to the muhi-target tracking data association problem[ J ]. IEEE Transactions on Aerospace and Electronic Systems, 1989, 25 (2): 96 - 108.
  • 7Chen Y M, Huang H C. Fuzzy logic approach to multi-sensor data association[J]. Mathematics and Computers in Sim- ulation, 2000, 52:399-412.
  • 8Blackman S S, Dempster R J, Broida T. Multiple hypothesis track confirmation for infrared surveillance systems [ J ]. IEEE Transactions on Aerospace and Electronic Systems, 1993, 29(3) : 810 -823.
  • 9Blackman S S, Dempster R J, Fagarason J T. Continuous time representation of muhiple hypothesis track data [ C ] // Proc of Signal and Data Processing of Small Targets. [ S. 1. ] : SPIE Press, 1993, 1954:352 -360.

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