Title :
An Analysis of Random Peer-to-Peer Communication for System-Level Coordination in Decentralized Multiple-Robot Systems
Author :
Parker, Chris A C ; Zhang, Hong
Author_Institution :
Dept. of Comput. Sci., Alberta Univ., Edmonton, Alta.
Abstract :
Inter-robot communication is essential if general purpose intelligent decentralized multiple-robot systems are to become a reality. Traditionally, explicit communication amongst the robots of a MRS has been broadcasted or eliminated altogether. The limits of these two approaches prevent the widespread deployment of useful decentralized MRS. In this paper, we present and analyze, both analytically and empirically, a communication protocol that we call random peer-to-peer or RP2P. Using RP2P, a decentralized MRS can share state in logarithmic time with respect to system population. Additionally, the load placed upon the individual robots by RP2P is independent of system population size. Potential applications of random peer-to-peer communication also are provided, including state sharing, decision-making and task allocation
Keywords :
decentralised control; intelligent robots; multi-robot systems; peer-to-peer computing; communication protocol; decision-making; intelligent decentralized multiple-robot systems; interrobot communication; random peer-to-peer communication; state sharing; system-level coordination; task allocation; Broadcasting; Centralized control; Communication system control; Control systems; Intelligent robots; Intelligent systems; Peer to peer computing; Protocols; Robot control; Robot kinematics;
Conference_Titel :
Intelligent Robots and Systems, 2006 IEEE/RSJ International Conference on
Conference_Location :
Beijing
Print_ISBN :
1-4244-0259-X
Electronic_ISBN :
1-4244-0259-X
DOI :
10.1109/IROS.2006.281868