| STOCHASTIC NEURAL NETWORK AND ITS APPLICATION TO MULTI－MANEUVERING TARGET TRACKING |
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| 作者姓名： | Jing Zhongliang Dai Guanzhong Tong Mingan Zhou Hongren |
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| 作者单位： | Depl. of Aulomalic Conlrol，Northwestern PolytechnicalUniversitt'，Xi'an，China，710072 |
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| 摘 要： | ＳＴＯＣＨＡＳＴＩＣＮＥＵＲＡＬＮＥＴＷＯＲＫＡＮＤＩＴＳＡＰＰＬＩＣＡＴＩＯＮＴＯＭＵＬＴＩ－ＭＡＮＥＵＶＥＲＩＮＧＴＡＲＧＥＴＴＲＡＣＫＩＮＧＪｉｎｇＺｈｏｎｇｌｉａｎｇ；ＤａｉＧｕａｎｚｈｏｎｇ；ＴｏｎｇＭｉｎｇａｎ；ＺｈｏｕＨｏｎｇｒｅｎ（Ｄ...
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STOCHASTIC NEURAL NETWORK AND ITSAPPLICATION TO MULTI-MANEUVERINGTARGET TRACKING |
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| Jing Zhongliang, Dai Guanzhong, Tong Mingan, Zhou Hongren.STOCHASTIC NEURAL NETWORK AND ITSAPPLICATION TO MULTI-MANEUVERINGTARGET TRACKING[J].Chinese Journal of Aeronautics,1995(1). |
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| Authors: | Jing Zhongliang Dai Guanzhong Tong Mingan Zhou Hongren |
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| Abstract: | A novel fast adaptive tracking scheme based on stochastic neural nctworkfor multi-maneuvering targets is presented. The properties of the joint probabilistic da-ta association (JPDA) are analysed, the data association is reduced to be a sort of con-straint coinbinatorial optimization problem, and the computational burden ofmulti-maneuvering target tracking (MMTT) can be decreased drastically by stochasticneural network. Computer simulations show that the scheme proposed has highconvergence performance, a good tracking accuracy and robustness to the uncertaintyof maneuvenng targets and clutter environments. |
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| Keywords: | multiple target tracking data corrclation neural nets networks |
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