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OALib Journal期刊
ISSN: 2333-9721
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Weighted evidence combination based on distance of evidence and uncertainty measure
基于证据距离与不确定度的证据组合方法

Keywords: Evidence theory,Sensor data fusion,Distance function,Uncertainty measure
证据理论,传感器数据融合,距离函数,不确定度

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Abstract:

Dempster-Shafer evidence theory is an important tool in the fields of information fusion.However Dempster's rule of combination cannot efficiently handle highly conflicting evidence combination for it can arouse counter-intuitive behaviors.To deal with such a problem,a novel weighted average evidence combination approach is proposed.Not only the distance of evidence but also the uncertainty measure is utilized to determine the weights of the bodies of evidence.Based on the weighted averaged BOE and Dempster...

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