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Index Predigesting Method of ELINT System Based on MIBARK Algorithm

机译:基于MIBARK算法的ELINT系统索引预消化方法

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摘要

The effectiveness evaluation of the Electronic Information (ELINT) system, which plays an important role in guiding the theoretical research, equipment development, and practical application, is the key technology of the ELINT system. In practical applications, the effectiveness evaluation of ELINT system is mainly aimed at evaluation methods. However, the establishment of evaluation criteria and the construction of the index system are still two main challenges in this field, especially the optimization of the evaluation index system. In this paper, we aim at establishing the ELINT system index evaluation criteria and optimizing the ELINT system evaluation index system. Based on the principle structure of the ELINT system, we directly construct the original efficiency index system, establish specific evaluation criteria for each index, and quantify the indexes using the criteria. To optimize the proposed index system, we introduce the idea of rough set reduction and develop an index system reduction model based on the mutual information heuristic knowledge reduction (MIBARK) algorithm. Simulation analysis shows that the proposed evaluation criteria quantify each index scientifically, and the established indicator reduction model can eliminate the redundancy of the ELINT efficiency indicator system, making the indicator system more streamlined and reasonable.
机译:电子信息(ELINT)系统的有效性评估是ELINT系统的关键技术,在指导理论研究、装备开发和实际应用方面发挥着重要作用。在实际应用中,ELINT系统的有效性评估主要针对评估方法。然而,评价准则的建立和指标体系的构建仍是该领域的两大挑战,尤其是评价指标体系的优化。本文旨在建立ELINT系统指标评价标准,优化ELINT系统评价指标体系。基于ELINT系统的原则结构,我们直接构建了原有的效率指标体系,为每个指标建立了具体的评价标准,并利用这些标准对指标进行量化。为了优化所提出的指标体系,引入粗糙集约简的思想,并建立了基于互信息启发式知识约简(MIBARK)算法的指标体系约简模型。仿真分析表明,所提出的评价标准对各项指标进行了科学量化,所建立的指标降简模型可以消除ELINT效率指标体系的冗余,使指标体系更加精简合理。

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