Sequential Manipulation Planning for Over-actuated Unmanned Aerial Manipulators

被引:2
作者
Su, Yao [1 ]
Li, Jiarui [1 ,2 ]
Jiao, Ziyuan [1 ]
Wang, Meng [1 ]
Chu, Chi [3 ]
Li, Hang [1 ]
Zhu, Yixin [4 ]
Liu, Hangxin [1 ]
机构
[1] Beijing Inst Gen Artificial Intelligence BIGAI, Natl Key Lab Gen Artificial Intelligence, Beijing, Peoples R China
[2] Peking Univ, Dept Adv Mfg & Robot, Coll Engn, Beijing, Peoples R China
[3] Tsinghua Univ, Dept Automat, Beijing, Peoples R China
[4] Peking Univ, Inst Artificial Intelligence, Beijing, Peoples R China
来源
2023 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS (IROS) | 2023年
基金
国家重点研发计划;
关键词
VEHICLE;
D O I
10.1109/IROS55552.2023.10341441
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We investigate the sequential manipulation planning problem for unmanned aerial manipulators (UAMs). Unlike prior work that primarily focuses on one-step manipulation tasks, sequential manipulations require coordinated motions of a UAM's floating base, the manipulator, and the object being manipulated, entailing a unified kinematics and dynamics model for motion planning under designated constraints. By leveraging a virtual kinematic chain (VKC)-based motion planning framework that consolidates components' kinematics into one chain, the sequential manipulation task of a UAM can be planned as a whole, yielding more coordinated motions. Integrating the kinematics and dynamics models with a hierarchical control framework, we demonstrate, for the first time, an over-actuated UAM achieves a series of new sequential manipulation capabilities in both simulation and experiment.
引用
收藏
页码:6905 / 6911
页数:7
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