Fault-tolerant V formation control of a leader-follower based multi-robot system in an unknown occluded environment
Dibyendu Roy, Madhubanti Maitra
- Year
- 2024
- Citations
- 2
Abstract
This paper presents a novel self-organized flocking algorithm for a multi-robot system that employs the traditional leader-follower approach to produce and maintain V formation while navigating toward an objective location. To achieve self-organization for mimicking the bird flocking characteristics, a circular region-based shaped control strategy followed by an equilateral triangle fitting scheme is described. The control logic has been devised in such a manner that the multi-robot system can orient its inter-agent formation along the direction of the incoming navigational path. The system also includes a fault-tolerant feature in which, if the leader agent becomes weary during navigation, it will be automatically replaced by its immediate follower agent, mimicking the self-healing function of the bird flocking schemes. To demonstrate the efficacy of the proposed technique, simulation results (with and without fault-tolerant aspect) are furnished in this article.
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