Conflict management in Dempster-Shafer theory (D-S theory) is a hot topic in information fusion. In this paper, a novel weighted\nevidence combination rule based on evidence distance and uncertainty measure is proposed. The proposed approach consists of\ntwo steps. First, the weight is determined based on the evidence distance. Then, the weight value obtained in first step is modified by\ntaking advantage of uncertainty. Our proposed method can efficiently handle high conflicting evidences with better performance\nof convergence. A numerical example and an application based on sensor fusion in fault diagnosis are given to demonstrate the\nefficiency of our proposed method.
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