模型预测控制
避碰
控制理论(社会学)
计算机科学
碰撞
控制(管理)
机制(生物学)
模拟
控制工程
工程类
人工智能
物理
计算机安全
量子力学
作者
Tao Jin,Xinghu Wang,Haibo Ji,Jian Di,Han Yan
标识
DOI:10.1109/icra46639.2022.9811659
摘要
When multiple quadrotors fly in a cluttered environment, collision-free flight must be assured. In this paper, we propose a novel elastic safety clearance based model predictive control (ESC-MPC) for multiple maneuverable quadrotors to avoid collisions in the presence of disturbance. This is accomplished through leveraging tube based model predictive control to maintain the quadrotor in a tube of trajectories. Exponential control barrier function (ECBF) is integrated to realize the elastic safety clearance mechanism which offers a dynamic safety margin in maneuverable flight. We validate the superiority of our approach with laboratory experiments.
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