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A Novel Method of Marine Radar Target Tracking

LI Yong hong,LUAN Xiu zhen,LI Chun geng,QIU Fu xiang,WANG Bai suo (Information Engineering College,Dalian Maritime University,Dalian 116026,China)  
This paper presents a novel adaptive method to predict the next point of target on line by means of general wavelet neural network.The scaling function and wavelet constructed by the sigmoid function are used as the active function in the network.The number of hidden units is determined by the number of wavelet decomposition and the dimension of input signal.The local connection is used in the output layer to destroy the influence of multi dimension signal processing.It is proved that the robust property of the wavelet network is better than that of BP network in certain conditions.Simulation shows that the computational cost of this method does not increase with the complexity of the model of moving target.Moreover,the method has the higher tracking accuracy for the moving targets with variable acceleration and quick turn in a corner.
【Fund】: 交通部重点科技项目基金 !(No .95 0 6 0 2 1 7)
【CateGory Index】: TN95
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