无人机路径规划研究进展

Abdul Majeed, Seong Oun Hwang
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引用次数: 2

摘要

无人驾驶飞行器(uav)已经证明了它们在执行各种任务方面的有效性,与人类相比,成本要低得多。无人机具有在森林、沙漠和地雷等人类难以到达的地区到达并执行任务的能力。最新技术的集成,包括反应控制、感知和避免,以及机载计算,进一步加强了它们在各种实际任务中的主导地位。除了创新应用之外,无人机的使用也带来了一些挑战,其中一个挑战是通过避免障碍物以及满足某些性能目标(又称路径规划(PP))来计算空中任务的低成本路径。为此,本章提供了关于PP的各个方面的简要概述,包括主题的基本介绍,PP方法和问题的分类,PP基本组件的分类,PP方法的性能目标,在已知和未知环境中为PP提出的最新算法,以及考虑到新兴技术在该领域的未来研究前景。在本章中,我们的目标是为研究人员提供关于机器人技术(即导航)的基本组成部分之一的足够知识。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Recent Developments in Path Planning for Unmanned Aerial Vehicles
Unmanned aerial vehicles (UAVs) have demonstrated their effectiveness in performing diverse missions at significantly lower costs compared to the human beings. UAVs have the capabilities to reach and execute mission in those areas that are very difficult for humans to even reach such as forest, deserts, and mines. Integration of the latest technologies including reactive controls, sense and avoid, and onboard computations have strengthened their dominance further in various practical missions. Besides the innovative applications, the use of UAVs imposes several challenges, and one of those challenges is computing a low-cost path for aerial mission by avoiding obstacles as well as satisfying certain performance objectives (a.k.a path planning (PP)). To this end, this chapter provides a concise overview of various aspects concerning to PP including basics introduction of the subject matter, categorization of the PP approaches and problems, taxonomy of the essential components of the PP, performance objectives of the PP approaches, recent algorithms that have been proposed for PP in known and unknown environments, and future prospects of research in this area considering the emerging technologies. With this chapter, we aim to provide sufficient knowledge about one of the essential components of robotics technology (i.e., navigation) for researchers.
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