Title :
Distance based communication in the surveillance task in a multi-robot system
Author :
Neouchi, Rabih ; Zhang, Hong ; Elio, Renée
Author_Institution :
Dept. of Comput. Sci., Alberta Univ., Edmonton, Alta., Canada
Abstract :
We investigate communication effects in the surveillance task and compare a communication vs. no-communication condition in a simulated environment using a modified version of an existing tracking algorithm. The modification not only allowed the collective to achieve a steady state of 100% performance in most cases but also reduced both the influence of target-to-robot ratios and the size of the work radius as well as the performance variance. Communication solved an interference effect, rather than create one. The results are discussed from a perspective that focuses on messages that move the collective as a whole from an initial state to a solution state. Such messages provide information about the current task state, rather than information about the state of individual members or the location of attractors.
Keywords :
multi-robot systems; surveillance; tracking; distance based communication; interrobot communication; multirobot system; surveillance task; target-to-robot ratios; tracking algorithm; Collaboration; Communication system control; Computational modeling; Costs; Interference; Multirobot systems; Robot sensing systems; Steady-state; Surveillance; Target tracking; Inter-Robot Communication; Multi-Robot Systems; Surveillance Task;
Conference_Titel :
Intelligent Robots and Systems, 2005. (IROS 2005). 2005 IEEE/RSJ International Conference on
Print_ISBN :
0-7803-8912-3
DOI :
10.1109/IROS.2005.1544985