Asynchronous dynamic multi-group formation for swarm robots
Reza Haghighi, Chien Chern Cheah
- Year
- 2011
- Citations
- 5
Abstract
This paper addresses the asynchronous dynamic formation problem for swarm robots based on multi-group shape transformation. Considering robot swarm as a whole will make achieving the adaptation to the environment very difficult. Decomposition of multi-robot system into smaller groups gives capability and flexibility in complex pattern transformation which remarkably increases environmental adjustability. Unlike existing methods in dynamic formation control of swarm robots which is limited to synchronous shape transformation of the whole system, and is causing unnecessary repositioning of some robots; the proposed method can deal with asynchronous shape transformation which leads to efficient dynamic formation control. The stability of the system is examined by introducing a Lyapunov-like function. Simulation results are presented to illustrate the performance of the proposed method.
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