Multi-Criteria Evaluation of UAV Control Efficiency in Hybrid Communication Networks

А. Berezkin, R. Vivchar, R. Kirichek
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Abstract

Currently, there is an active growth in the use of unmanned systems in various spheres of activity. The qualitative fulfillment by unmanned systems of their target tasks depends on the efficiency of information exchange channels for their control, which consists of several criteria, which makes the problem of its evaluation a multi-criteria one. This article presents the corresponding evaluation methodology, which is based on the use of the probability of achieving a set of functioning goals as a generalized efficiency indicator. To determine the probability, the widely used Rosenblatt-Parzen nuclear estimation method is used. The main stages of the methodology are described and recommendations for its use in the framework of ensuring qualitative fulfillment by unmanned systems of their target tasks are offered.
混合通信网络中无人机控制效率的多标准评估
目前,无人驾驶系统在各个活动领域的使用都在积极增长。无人系统能否高质量地完成目标任务,取决于其控制信息交换渠道的效率,而信息交换渠道的效率由多个标准组成,这就使无人系统的评估问题成为一个多标准问题。本文介绍了相应的评估方法,其基础是使用实现一组功能目标的概率作为通用效率指标。为了确定概率,采用了广泛使用的罗森布拉特-帕尔岑核估算法。文中介绍了该方法的主要阶段,并提出了在确保无人驾驶系统高质量完成目标任务的框架内使用该方法的建议。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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