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Volume 28 Issue 7
Jan.  2011
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Chen Ling, Li Shao-hong. Passive Multitarget Tracking Based on Multidimensional Assignment Algorithm[J]. Journal of Electronics & Information Technology, 2006, 28(7): 1204-1208.
Citation: Chen Ling, Li Shao-hong. Passive Multitarget Tracking Based on Multidimensional Assignment Algorithm[J]. Journal of Electronics & Information Technology, 2006, 28(7): 1204-1208.

Passive Multitarget Tracking Based on Multidimensional Assignment Algorithm

  • Received Date: 2004-11-29
  • Rev Recd Date: 2005-08-08
  • Publish Date: 2006-07-19
  • A new multitarget tracking method based on multidimensional assignment algorithm is developed for passive DOA systems in the paper. The method combines 3D datum line least cost algorithm and dynamic 2D assignment algorithm. The key features of the proposed approach are as follows: First, 3D datum line least cost algorithm is a fast measure data association approach, which cuts candidate associations very fast and reduces the calculations of association costs and completes track initiation. Second, the associations of measurements and tracks are made by dynamic 2D assignment algorithm. Simulation results prove that the proposed algorithm is effective to multitarget tracking for passive DOA system.
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  • 李丽萍, 孟静等. 一种排除无源交叉定位虚假交点的新方法[J]. 系统工程与电子技术, 1999, 21(4): 20-23.[2]Pattipati K R, Deb S. Bar-Shalom Y, et al. A new relaxation algorithm and passive sensor data association [J].. IEEE Trans. on Automatic Control.1992, 37 (2):198-[3]Popp R L, Pattipati K R, Bar-Shalom Y. Dynamically adaptablem-best 2-D assignment algorithm and multilevel parallelization [J].IEEE Trans. on Aerospace and Electronic Systems.1999, 35(4):1145-[4]Popp R L, Pattipati K R, Bar-Shalom Y. m-best S-D assignment algorithm with application to multitarget tracking [J].IEEE Trans. on Aerospace and Electronic Systems.2001, 37 (1):22-[5]Blackman S, Popoli R. Design and Analysis of Modern Tracking System[M]. Boston: Artech House, 1999: 229-231.[6]Bertsekas D P. The auction algorithm: A distributed relaxation method for the assignment problem [J].Annals of Operations Research.1988, 14:105-123[7]Chummun M R, Kirubarajan T, et al.. Fast data association using multidimensional assignment with clustering [J].IEEE Trans. on Aerospace and Electronic Systems.2001, 37(3):898-[8]Chen Ling, Li Shao-hong, Passive tracking of a maneuvering target in clutter [C]. 7th International Conference on Signal Processing, Beijing, China, 2004, Vol.3: 1997-2000.
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