DSm理论用于融合高度冲突的ESM报告

P. Valin, Pascal Djiknavorian, Dominic Grenier
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引用次数: 4

摘要

电子支持措施由被动接收器组成,它可以识别来自小方位角度的发射器,这反过来又可以与属于3类的平台相关:友方,中立或敌对。决策者更喜欢STANAG 1241忠诚表格中的结果,它增加了两个新类别:假设的朋友和怀疑。Dezert-Smarandache (DSm)理论特别适合这个问题,因为它允许原始3个类之间的交叉。结果表明,该理论可以成功地应用于将ESM报告与已建立的轨道相关联的问题,其结果可以识别何时发生了关联缺失以及在多大程度上发生了关联缺失。结果还与Dempster-Shafer理论进行了比较,该理论只能对原来的3类进行推理。因此,向决策者提供的STANAG 1241效忠结果是及时的,在适当的时候快速改变效忠,否则在效忠声明中是稳定的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
DSm theory for fusing highly conflicting ESM reports
Electronic Support Measures consist of passive receivers which can identify emitters coming from a small bearing angle, which, in turn, can be related to platforms that belong to 3 classes: either Friend, Neutral, or Hostile. Decision makers prefer results presented in STANAG 1241 allegiance form, which adds 2 new classes: Assumed Friend, and Suspect. Dezert-Smarandache (DSm) theory is particularly suited to this problem, since it allows for intersections between the original 3 classes. Results are presented showing that the theory can be successfully applied to the problem of associating ESM reports to established tracks, and its results identify when miss-associations have occurred and to what extent. Results are also compared to Dempster-Shafer theory which can only reason on the original 3 classes. Thus decision makers are offered STANAG 1241 allegiance results in a timely manner, with quick allegiance change when appropriate and stability in allegiance declaration otherwise.
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