Path Planning of Lunar Rover Group Based on Theory of Dynamic Programming and Multi-objective Optimization

Hou Xu-yan, Gao Hai-bo, Deng Zong-quan, H. Ming
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引用次数: 1

Abstract

A path planning of lunar rover group composed of one six-wheeled rocker-bogie master lunar rover and three spherical slave lunar rovers was presented for efficiency, safety and energy saving. The slave lunar rovers moved back and forth among nodes of every step for path survey. The objective value of every path to objects, which were energy and time consumption of the master rover and length of path, was calculated according to the concerted motion control based on the calculation on the pitch angle of rockers, kinematics analysis based on the velocity projection theorem and quasi-static analysis of the master lunar rover. Then dynamic programming and optimization of path was carried to the master lunar rover, using method of max relative membership degree of policy. Compared with the result of multi-attribute decision of path without the slave lunar rovers moving back and forth among nodes of every step, the dynamic programming and optimization of path saves energy.
基于动态规划和多目标优化理论的月球车群路径规划
提出了由1台六轮摇臂转向架主月球车和3台球形从月球车组成的月球车群路径规划方案,以提高效率、安全性和节能性。从月球车在每一步的节点之间来回移动进行路径测量。根据基于摇臂俯仰角计算、基于速度投影定理的运动学分析和主月球车准静态分析的协调运动控制,计算出主月球车到目标的各路径的目标值,即主月球车的能量和时间消耗以及路径长度。然后利用策略最大相对隶属度法对主月球车进行路径动态规划和优化。与无需从月球车每步在节点间来回移动的多属性路径决策结果相比,路径的动态规划与优化节省了能量。
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