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A Time-Space Domain Information Fusion Method for Specific Emitter Identification Based on Dempster–Shafer Evidence Theory

机译:基于登普斯特-谢弗证据理论的时空信息融合识别方法

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Specific emitter identification plays an important role in contemporary military affairs. However, most of the existing specific emitter identification methods haven’t taken into account the processing of uncertain information. Therefore, this paper proposes a time–space domain information fusion method based on Dempster–Shafer evidence theory, which has the ability to deal with uncertain information in the process of specific emitter identification. In this paper, radars will generate a group of evidence respectively based on the information they obtained, and our main task is to fuse the multiple groups of evidence to get a reasonable result. Within the framework of recursive centralized fusion model, the proposed method incorporates a correlation coefficient, which measures the relevance between evidence and a quantum mechanical approach, which is based on the parameters of radar itself. The simulation results of an illustrative example demonstrate that the proposed method can effectively deal with uncertain information and get a reasonable recognition result.
机译:具体的发射器识别在当代军事事务中起着重要作用。但是,大多数现有的特定发射器识别方法都没有考虑到不确定信息的处理。因此,本文提出了一种基于Dempster-Shafer证据理论的时空域信息融合方法,该方法具有在特定辐射源识别过程中处理不确定信息的能力。在本文中,雷达将根据获得的信息分别生成一组证据,我们的主要任务是融合多组证据以获得合理的结果。在递归集中式融合模型的框架内,该方法结合了一个相关系数,该系数测量了证据与基于雷达本身参数的量子力学方法之间的相关性。实例仿真结果表明,该方法可以有效地处理不确定信息,并获得合理的识别结果。

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