Synchronized dispersion of robotic swarms using XP colonies
Andrei George Florea, Cătălin Buiu
- Year
- 2016
- Citations
- 6
Abstract
Robotic swarms are multi-robot systems with no central coordination. The swarm as a whole is capable of displaying complex behaviors even if the robots are very simple and limited in sensing capabilities. The interaction between robots is only local and may also take place indirectly through the environment. The main contribution of this paper is that it demonstrates that membrane computing (XP colonies in this case) is a valid instrument for modeling and control of robots in a swarm. More, as membrane systems are parallel and distributed models, this makes the use of XP colonies to control robots in a swarm a valuable approach to the control of swarms of hundreds and thousands of robots where the parallelization of the control is a must. A case study on the synchronized dispersion of robots in a swarm is presented together with demonstration videos.
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