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1. 西安电子科技大学电子工程学院!西安
2. 710071
3. 深圳大学!深圳
4. 518060
Published:1999
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[1]刘源,谢维信,许录平.多传感器模糊─概率交互作用的数据关联算法[J].电子学报,1999(12):30-34.
刘源, 谢维信, 许录平. Multisensor Fuzzy-Probability Interacting Data Association Algorithm[J]. Acta Electronica Sinica, 1999, (12): 30-34.
本文基于估计理论和模糊系统理论,提出了一种多传感器多回波模糊一概率交互作用的数据关联滤波算法,以解决密集杂波干扰环境中多传感器跟踪机动目标的数据关联问题模糊关联度和关联概率共同组成了各有效回波的加权系数,弥补了概率数据关联滤波方法(PDAF)的不足.提高了杂波环境中机动目标的跟踪性能
Based on the theory of the estimation and fuzzy logical system
this paper proposes a data association algorithm of the fuzzy logic-probability interacting
to solve the data association problems typically encountered in the applicationof multisensor in tracking a maneuvering target in a heavily-cluttered environment. The combination of fuzzy association degree and probabilistic association forms the weights that the ith received measurment is target originated. The proposed dataassociation algorithm counteracts the weaknesses of probabilistic data association filter (PDAF)
and improves the performances of tracking a maneuvering target in a heavily-cluttered enviroment.
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