Robust MPC Autonomous Landing of Tethered Rover for Asteroids Exploration

IF 5.7 2区 计算机科学 Q1 ENGINEERING, AEROSPACE IEEE Transactions on Aerospace and Electronic Systems Pub Date : 2025-03-10 DOI:10.1109/TAES.2025.3539637
Di Wang;Fan Zhang;Yifeng Ma;Xinyi Tao;Panfeng Huang
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Abstract

This article proposes an innovative asteroid landing rover, employing a tethered space system, which aims to improve mission success rates and ensure landing safety compared to conventional asteroid detection and landing methods.The irregular shape of the asteroid, resulting in the existence of a complex gravitational field in the surrounding space, which may lead to violent time-varying disturbance. Furthermore, the tethered space system exhibits a strong coupling effect, which leads to large variations in tether tension during landing, with serious consequences for the stability of the system. In this article, a nominal robust model predictive control algorithm is proposed. Through robust state constraints and parameter selection, it ensures recursive feasibility and system stability and has a better robustness to the gravitational field of the asteroid. Considering the strong coupling characteristics caused by the space tether, the tether tension is predictively controlled to ensure the stability during landing and the accuracy of the trajectory tracking. Simulation results show that the system completes the release landing process along the desired trajectory, and also maintains stable tracking of tether length and tension under the complex gravitational field environment of the asteroid.
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小行星探测系留探测车鲁棒MPC自主着陆
本文提出了一种创新的小行星着陆探测器,采用系留空间系统,与传统的小行星探测和着陆方法相比,旨在提高任务成功率并确保着陆安全性。小行星的不规则形状,导致其周围空间存在复杂的引力场,可能导致剧烈的时变扰动。此外,系绳空间系统表现出强烈的耦合效应,导致着陆过程中系绳张力的大变化,对系统的稳定性造成严重后果。本文提出了一种标称鲁棒模型预测控制算法。通过鲁棒状态约束和参数选择,保证了递归的可行性和系统的稳定性,对小行星引力场具有较好的鲁棒性。考虑空间系绳的强耦合特性,对系绳张力进行预测控制,以保证着陆过程的稳定性和轨迹跟踪的准确性。仿真结果表明,该系统沿预期轨迹完成了释放着陆过程,并在复杂的小行星引力场环境下保持了系绳长度和张力的稳定跟踪。
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来源期刊
CiteScore
7.80
自引率
13.60%
发文量
433
审稿时长
8.7 months
期刊介绍: IEEE Transactions on Aerospace and Electronic Systems focuses on the organization, design, development, integration, and operation of complex systems for space, air, ocean, or ground environment. These systems include, but are not limited to, navigation, avionics, spacecraft, aerospace power, radar, sonar, telemetry, defense, transportation, automated testing, and command and control.
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