A multi-layer control scheme for multi-robot formations with obstacle avoidance
Vinícius Thiago Lecco Rampinelli, Alexandre S. Brandão, Felipe N. Martins, Mário Sarcinelli-Filho, Ricardo Carelli
- 发表年份
- 2009
- 引用次数
- 19
摘要
This paper presents a multi-layer scheme to control a formation of n mobile robots, including a strategy for obstacle avoidance. The controller adopted is able to guide the robots to compose the desired formation and to track a desired trajectory, avoiding obstacles during the navigation. Two planning layers are responsible for organizing the navigation of the individual robots towards the desired formation, minimizing energy consumption, and for changing the robots reference signals in order to avoid collisions. Stability analysis performed for the closed-loop system shows that the formation errors are ultimately bounded. Finally, simulation results for a group of four unicycle-like mobile robots are presented, which show that the proposed scheme is capable of avoiding collisions and of redefining robots' pose in order to improve system performance.
关键词
相关论文
Statistical Learning Theory
Yuhai Wu, Vladimir Vapnik
1999
Artificial intelligence: a modern approach
1995
Applied Nonlinear Control
Jean-Jacques Slotine, Weiping Li
1991
A new optimizer using particle swarm theory
R.C. Eberhart, James Kennedy
2002