航天器
搭配(遥感)
弹道
控制理论(社会学)
插值(计算机图形学)
计算机科学
非线性规划
轨迹优化
离散化
非线性系统
数学
数学优化
最优控制
航空航天工程
工程类
人工智能
数学分析
运动(物理)
物理
控制(管理)
天文
机器学习
量子力学
作者
Xiangyu Shao,Weiran Yao,Xiaolei Li,Guanghui Sun,Ligang Wu
出处
期刊:IEEE robotics and automation letters
日期:2022-01-18
卷期号:7 (2): 2795-2802
被引量:10
标识
DOI:10.1109/lra.2022.3143586
摘要
This letter investigates the direct trajectory optimization of the free-floating space manipulator (FFSM). The main purpose is to plan the joint space trajectories to reduce the spacecraft motion due to the joint rotation during the FFSM performing tasks. To improve the calculation efficiency, the adaptive Radau pseudospectral method (A-RPM) is applied to discretize the system dynamics and transform the formulated optimal problem into a nonlinear programming problem (NLP). By adaptively subdividing the current segment and assigning collocation points according to the solution error, high-degree interpolation polynomials are avoided. To verify the effectiveness of the proposed method, a ground micro-gravity platform of the FFSM system is designed by using the air-bearing technique, on which experiments are carried out. The results show that the variation of the base spacecraft is dramatically reduced if the joints rotate along the optimized trajectories.
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