Contact-Prioritized Planning of Impact-Resilient Aerial Robots With an Integrated Compliant Arm

被引:2
|
作者
Liu, Zhichao [1 ]
Lu, Zhouyu [1 ]
Agha-mohammadi, Ali-akbar [2 ]
Karydis, Konstantinos [1 ]
机构
[1] Univ Calif Riverside, Dept Elect & Comp Engn, Riverside, CA 92521 USA
[2] Field Al, Mission Viejo, CA 92691 USA
关键词
Autonomous aerial vehicles; collision mitigation; motion planning; nonlinear control systems; robot motion; GENERATION; QUADROTOR; ASTERISK;
D O I
10.1109/TMECH.2023.3277811
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This article develops an impact-resilient aerial robot (s-ARQ) equipped with a compliant arm to sense contacts and reduce collision impact and featuring a real-time contact force estimator and a nonlinear motion controller to handle collisions while performing aggressive maneuvers and stabilize from high-speed wall collisions. Further, a new collision-inclusive planning method that aims to prioritize contacts to facilitate aerial robot navigation in cluttered environments is proposed. A range of simulated and physical experiments demonstrate key benefits of the robot and the contact-prioritized (CP) planner. Experimental results show that the compliant robot has only a 4% weight increase but around 40% impact reduction in drop tests and wall collision tests. s-ARQ can handle collisions while performing aggressive maneuvers and stabilize from high-speed wall collisions at 3.0 m/s with a success rate of 100%. Our proposed compliant robot and CP planning method can accelerate computation time while having shorter trajectory time and larger clearances compared to A* and RRT* planners with velocity constraints. Online planning tests in partially known environments further demonstrate the preliminary feasibility of our method to apply in practical use cases.
引用
收藏
页码:2064 / 2072
页数:9
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