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Volume 19 Issue 6
Nov.  1997
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He You, Peng Yingning, Lu Dajin, Gao Zhiyong. BINARY TRACK CORRELATION ALGORITHMS IN A DISTRIBUTED MULTISENSOR DATA FUSION SYSTEM[J]. Journal of Electronics & Information Technology, 1997, 19(6): 721-728.
Citation: He You, Peng Yingning, Lu Dajin, Gao Zhiyong. BINARY TRACK CORRELATION ALGORITHMS IN A DISTRIBUTED MULTISENSOR DATA FUSION SYSTEM[J]. Journal of Electronics & Information Technology, 1997, 19(6): 721-728.

BINARY TRACK CORRELATION ALGORITHMS IN A DISTRIBUTED MULTISENSOR DATA FUSION SYSTEM

  • Received Date: 1996-01-31
  • Rev Recd Date: 1996-12-03
  • Publish Date: 1997-11-19
  • This paper presents two binary track correlation algorithms applying to distributed multisensor data fusion. In the paper, these two binary track correlation criteria are described in detail,and track correlation mass design, multivalency processing methods and miss correlation probability estimation methods are discussed as well. Moreover, they are compared with two classical methods through simulation. The simulation results show that the performance of the two binary track correlation algorithms is much better than that of the classical methods in dense multitarget environments, more cross, split and maneuvering track situations. Under above situation their correct correlation rate is improved about 35 per cent over teh classical methods.
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  • 陆大Jin,彭应宁.多传感器数据胜合算法综述.火力与指挥控制,1996, 21(1): 13-22.[2]彭应宁,陆大Jin.多传感居数据触合模型综述.清华大学学报,1996, 36(9):14-20.[3]何友,谭庆海. 多传感器系统分类研究.火力与指挥控制,1988, 13(2): 1-10.[4]Bar-Shalom Y, Campo L. The effect of the common process noise on the two-sensor fused track covariance. IEEE Trans. on AES, 1986, AES-22(6): 803-805.[5]Singer R A, Kanyuck A T. Computer control of multiple site track data automation. 1971, 7(3): 455-463.[6]Bar-Shalom Y, Fortmann T E. Tracking and Data Association. New York: Academic Press, 1988, 266-272.[7]Gul E. On the track similarity test in track splitting algorithm. IEEE Trans. on AES, 1994, AES-30(2): 604-606.[8]Kosoka M, et al. A track correlation algorithm for multisensor intergration. Proc. of the IEEE/AIAA 5th Digital Avionics Systems Conf. USA, 1983, 10.3/1-8.[9]何友,谭庆海,蒋蓉蓉.多传感器综合系统中的航迹相关算法.火力与指挥控制,1989, 14(1): 1-12.[10]Bowman C L. Maximum likelihood track correlation for multisensor integration. IEEE 1979, 374-376.[11]Chang C B, Youens L C. Measurement correlation for multiple sensor tracking in a dense target environment. IEEE Trans. on AC, 1982, AC-27(6): 1250-1252.[12]Levanon N. Radar priciple.[J].New York, John Wiley Sons. Inc.1988,:-[13]何友,唐劲松,王国宏.多雷达跟踪系统中航迹质童管理的优化.现代雷达,1995, 17(l): 14-19.[14]何友,唐劲松,王国宏.多雷达综合限踪.电子科学学刊,1996, 18(3): 225-229.
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