Title :
A swarm-based robot team coordination protocol for mine detection and unknown space discovery
Author :
De Rango, F. ; Palmieri, N.
Author_Institution :
D.E.I.S. Dept., Univ. of Calabria, Arcavacata di Rende, Italy
Abstract :
In this paper, we consider the problem of exploring an unknown environment with a team of robots to detect and disarm mines. The goal is to minimize the overall exploration time and to disarm all mines in a landscape. We present two approaches for the coordination of robots. An indirect communication, stigmergy, inspired to biology is used to help robots to cover the overall area in a minimum time. In this way the robot simultaneously explore different regions of their environment. Moreover, a new coordination protocol called Ant-based Task and Robot Coordination (ATRC) is proposed to recruit robots and disarm mines in a minimum amount of time. This approach has been implemented and tested extensively in a simulation environment. The results showed the best convergence time of proposal in term of space discovery in comparison with a well-known algorithm such as the Vertex Ant Walk (VAW). Moreover the effectiveness of proposed protocol is evaluated varying network parameters in the simulation.
Keywords :
ant colony optimisation; buried object detection; mobile robots; particle swarm optimisation; ant-based task coordination; convergence time; indirect communication; mine detection; network parameters; overall exploration time; robot coordination; simulation environment; stigmergy; swarm-based robot team coordination protocol; unknown environment; unknown space discovery; vertex ant walk; Probabilistic logic; Protocols; Recruitment; Robot kinematics; Robot sensing systems; Routing; MANET; ant-based routing; mine detection; swarm robotics; swarm-intelligence; swarm-robotics;
Conference_Titel :
Wireless Communications and Mobile Computing Conference (IWCMC), 2012 8th International
Conference_Location :
Limassol
Print_ISBN :
978-1-4577-1378-1
DOI :
10.1109/IWCMC.2012.6314290