动态障碍物环境下无人机群体运动研究

IF 0.8 Q4 ROBOTICS
Valeriia Izhboldina, I. Lebedev
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引用次数: 1

摘要

目的无人机在大面积监测任务中的成功应用正在成为现代机器人技术的一个有前途的方向。本文旨在研究无人机群在执行共同任务时的控制相关任务。设计/方法论/方法本文讨论了开发自主无人机群过程中解决的主要任务。在调查过程中,研究了群组机器人的五项关键任务,即无人机群组控制、路径规划、重构、任务分配和冲突解决。提出了解决每个问题的有效方法,并对这些方法进行了分析和比较。还描述了各种类型的无人机的几个细节。对一些现代有效方法的分析表明,分散的方法比集中的方法有明显的优势,因为分散的方法无论使用多少资源都能有效地执行指定的任务。关于无人机群体运动的规划方法,值得选择将全局规划和局部规划算法相结合的方法。这种组合不仅消除了与静态和动态障碍物碰撞的可能性,还消除了与群体中其他主体碰撞的可能性。原创性/价值总结了无人机群控任务的科研进展成果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Group movement of UAVs in environment with dynamic obstacles: a survey
PurposeThe successful application of the group of unmanned aerial vehicles (UAVs) in the tasks of monitoring large areas is becoming a promising direction in modern robotics. This paper aims to study the tasks related to the control of the UAV group while performing a common mission.Design/methodology/approachThis paper discusses the main tasks solved in the process of developing an autonomous UAV group. During the survey, five key tasks of group robotics were investigated, namely, UAV group control, path planning, reconfiguration, task assignment and conflict resolution. Effective methods for solving each problem are presented, and an analysis and comparison of these methods are carried out. Several specifics of various types of UAVs are also described.FindingsThe analysis of a number of modern and effective methods showed that decentralized methods have clear advantages over centralized ones, since decentralized methods effectively perform the assigned mission regardless of on the amount of resources used. As for the method of planning the group movement of UAVs, it is worth choosing methods that combine the algorithms of global and local planning. This combination eliminates the possibility of collisions not only with static and dynamic obstacles, but also with other agents of the group.Originality/valueThe results of scientific research progress in the tasks of UAV group control have been summed up.
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CiteScore
3.50
自引率
0.00%
发文量
21
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