Safe, Fast, and Efficient Distributed Receding Horizon Constrained Control of Aerial Robot Swarms

被引:5
|
作者
Convens, Bryan [1 ,2 ]
Merckaert, Kelly [1 ,3 ]
Nicotra, Marco M. [4 ]
Vanderborght, Bram [1 ,2 ]
机构
[1] Vrije Univ Brussel, Dept Mech Engn, B-1050 Brussels, Belgium
[2] Imec Leuven, Leuven, Belgium
[3] Flanders Make, B-3001 Leuven, Belgium
[4] Univ Colorado, Dept Elect Comp & Energy Engn, Boulder, CO 80309 USA
关键词
Collision avoidance; Safety; Vehicle dynamics; Heuristic algorithms; Trajectory; Real-time systems; Autonomous aerial vehicles; Robot safety; collision avoidance; multi-robot systems; aerial systems; mechanics and control; constrained motion planning; COLLISION-AVOIDANCE; TRAJECTORY GENERATION; NAVIGATION; VEHICLES;
D O I
10.1109/LRA.2022.3148455
中图分类号
TP24 [机器人技术];
学科分类号
080202 ; 1405 ;
摘要
This letter proposes a reactive, safe, and high-performance distributed constrained control law for ensuring safety in multi-UAV systems. The UAVs possess higher-order nonlinear dynamics and are subject to actuation and collision avoidance constraints. To address the case of real-time multi-UAV collision avoidance, we propose a novel Trajectory-Tube Distributed Explicit Reference Governor (TT-D-ERG) approach based on the idea of embedding future state trajectories into safety tubes. The control law is ideally suited for systems with limited on-board hardware for computation and communication. The safety, efficacy, performance, and scalability of the method are demonstrated and benchmarked against state-of-the-art real-time collision avoidance methods by simulations and field experiments with multiple quadrotor UAVs (videos at https://youtu.be/V4P1O8vhKlo).
引用
收藏
页码:4173 / 4180
页数:8
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