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DISTRIBUTED MULTISENSOR TRACK FUSION WITH FEEDBACK INFORMATION
带反馈信息的分布多传感器航迹融合算法

Keywords: Data fusion,Track fusion,Feedback mechanism,State estimation,Radar network
信息融合
,航迹融合,反馈机制,状态估计,雷达网

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Abstract:

In order to improve the tracking performance of local sensors in distributed mul-tisensor data fusion systems, this paper discusses the state estimation technique of multisensor tracking with feedback information. Based on the single sensor Kalman filtering equations and distributed estimation solutions with feedback information, this paper presents the track fusion equations with and without feedback information in multicoordinate systems, and proves that two kinds of track fusion solutions are optimal and equivalent in the form of the theorem. The simulation results show that the multisensor data fusion system can not only increase the global estimation accuracy of target but also greatly improve the tracking performance of local nodes by using the feedback information. With respect to multiradar integration tracking, it is suitable for using 2~4 local sensors in data fusion system.

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