Dynamic Modeling and Centralized Formation Control of Mobile Robots
Celso De La Cruz, Ricardo Carelli
- Year
- 2006
- Citations
- 118
Abstract
The work presents, first, a complete dynamic model of a unicycle-like mobile robot that takes part in a multi-robot formation. A linear parameterization of the model is also performed. The resulting robot model is input-output feedback linearized. On a second stage, for the multi-robot system, a model is obtained by arranging into a single equation all the feedback linearized robot models. This multi-robot model is expressed in terms of formation states by applying a coordinate transformation. The inverse dynamics technique is then applied to design a centralized formation control. The controller can be applied both to positioning and to tracking desired robot formations. Experimental results validate the theoretical aspects
Keywords
Related papers
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