Title :
Mission Reliability Estimation for Multirobot Team Design
Author :
Stancliff, S.B. ; Dolan, J.M. ; Trebi-Ollennu, A.
Author_Institution :
Robotics Inst., Carnegie Mellon Univ., Pittsburgh, PA
Abstract :
One reason given for the use of multirobot systems is that many cheap robots are more reliable than one expensive robot. To date, however, there has been no quantitative analysis to support this assertion. This paper presents the first quantitative support for the argument that larger teams of less-reliable robots can perform certain missions more reliably than smaller teams of more-reliable robots. Our results show that for short missions, in fact, a team of four robots can provide greater mission reliability than a team of two robots, even when the individual robots in the team of four have reliability that is an order of magnitude lower. These results suggest that considerable cost reductions can be achieved for some missions by choosing larger teams of less-reliable robots over smaller teams of more-reliable robots
Keywords :
mobile robots; multi-robot systems; reliability theory; cost reductions; mission reliability estimation; mobile robots; multirobot team design; Costs; Intelligent robots; Laboratories; Mobile robots; Multirobot systems; Parallel robots; Propulsion; Reliability engineering; Robustness; USA Councils; Mobile robots; mission design; multirobot systems; reliability;
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.2006.282562