基于ROS 2的多运动模式月球车自主导航策略

IF 3.4 2区 物理与天体物理 Q1 ENGINEERING, AEROSPACE
Simone Fortuna , Patrick Roncagliolo , Davide Graziato , Andrea Merlo , Sebastiano Chiodini , Andrea Valmorbida , Marco Pertile
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引用次数: 0

摘要

自主导航对于行星漫游者来说至关重要,它支持科学研究、维护任务以及在人类监督和通信有限的环境中可靠运行。在像月球表面这样的非结构化地形上,它的作用变得更加重要,在那里适应性、安全性和效率是至关重要的。本文提出并验证了最先进的基于ROS 2的Nav2导航框架的扩展,旨在通过集成各种基于转向的运动模式提供的额外自由度来增强漫游车的机动性,使漫游车能够有效地应对各种环境挑战。该自主导航系统是为配备四个独立方向盘的非完整、无滑移转向月球车原型量身定制的,其灵感来自最近提案中采用的尖端设计,如NASA的RP15、NASA的VIPER和ESA的EMRS。所提出的架构框架利用基于行为树的方法来整合路径规划、机动选择和安全轨迹跟踪,使漫游车能够根据地形条件和操作需求动态调整其运动模式,例如死角导航、太阳能电池板对齐或地形稳定性,同时优先考虑安全性和能源效率,以实现可靠、可持续的运行。在位于都灵的tas - 1 RoXY室外设施中,利用欧洲月球车系统(EMRS)原型进行了广泛的模拟和实际现场测试,验证了自主机动策略的性能。实验结果证实了月球车自主导航的能力,适应不同环境条件的策略,并有效实现任务目标,展示了该系统在未来月球探测任务中的鲁棒性、灵活性和可扩展性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
ROS 2-based autonomous navigation strategy for a lunar rover featuring multiple locomotion modes
Autonomous navigation is essential for planetary rovers, supporting science, maintenance tasks, and reliable operation in environments with limited human oversight and communication. Its role becomes even more crucial in unstructured terrains like the lunar surface, where adaptability, safety, and efficiency are paramount. This paper proposes and validates an extension of the state-of-the-art ROS 2-based Nav2 navigation framework, aimed at enhancing rover maneuverability by integrating an additional degree of freedom provided by a variety of steering-based locomotion modes, enabling the rover to effectively tackle diverse environmental challenges. The autonomous navigation system is tailored for a non-holonomic, non-skid-steering lunar rover prototype equipped with four independently steerable wheels, drawing inspiration from cutting-edge designs employed in recent proposals, such as NASA’s RP15, NASA’s VIPER, and ESA’s EMRS. The proposed architectural framework leverages a behavior-tree-based approach to integrate path planning, maneuver selection, and secure trajectory tracking, enabling the rover to dynamically adapt its locomotion mode to terrain conditions and operational needs, such as dead-end navigation, solar panel alignment, or terrain stability, while prioritizing safety and energy efficiency for reliable, sustainable operation. The performance of the autonomous maneuvering strategy is validated through extensive simulations and real-world field tests with the European Moon Rover System (EMRS) prototype at the TAS-I RoXY outdoor facility in Turin. Experimental results confirm the rover’s ability to navigate autonomously, adapt its strategies to diverse environmental conditions, and effectively achieve mission objectives, demonstrating the robustness, flexibility, and scalability of the proposed system for future lunar exploration missions.
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来源期刊
Acta Astronautica
Acta Astronautica 工程技术-工程:宇航
CiteScore
7.20
自引率
22.90%
发文量
599
审稿时长
53 days
期刊介绍: Acta Astronautica is sponsored by the International Academy of Astronautics. Content is based on original contributions in all fields of basic, engineering, life and social space sciences and of space technology related to: The peaceful scientific exploration of space, Its exploitation for human welfare and progress, Conception, design, development and operation of space-borne and Earth-based systems, In addition to regular issues, the journal publishes selected proceedings of the annual International Astronautical Congress (IAC), transactions of the IAA and special issues on topics of current interest, such as microgravity, space station technology, geostationary orbits, and space economics. Other subject areas include satellite technology, space transportation and communications, space energy, power and propulsion, astrodynamics, extraterrestrial intelligence and Earth observations.
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