Title :
Multirobot Formations Based on the Queue-Formation Scheme With Limited Communication
Author :
Fua, Cheng-Heng ; Ge, Shuzhi Sam ; Do, Khac Duc ; Lim, Khiang-Wee
Author_Institution :
Nat. Univ. of Singapore, Singapore
Abstract :
In this paper, we investigate the operation of the queue-formation structure (or Q-structure) in multirobot teams with limited communication. Information flow can be divided into two time scales: (1) the fast-time scale where the robots´ reactive actions are determined based only on local communication and (2) the slow-time scale, where information required is less demanding, can be collected over a longer time, and intermittent information loss can be afforded. Therefore, there is no need for global information at all times, reducing the overall communication load. In addition, a dynamic target determination algorithm, based on the Q-structure, is used to produce a series of targets that incrementally guide each robot into formation. It provides greater control over the distance between robots on the same queue, instead of relying on inter robot repulsive distance, and, allows better formation scaling. An analysis of the convergence of the system of robots and realistic simulation studies are provided.
Keywords :
decentralised control; multi-robot systems; position control; queueing theory; Q-structure; dynamic target determination algorithm; information flow; multirobot formation; multirobot teams; queue formation structure; robot communication; robot formation guidance; robot reactive action; robot repulsive distance; Analytical models; Collaboration; Communication system control; Convergence; Heuristic algorithms; Mechanical engineering; Robotics and automation; Robots; Stability; Target tracking; Convergence; Q-structure; limited communication ranges; multirobot formations;
Journal_Title :
Robotics, IEEE Transactions on
DOI :
10.1109/TRO.2007.911198