posted on 2006-01-01, 00:00authored byS. B. Stancliff, John M. Dolan, A. Trebi-Ollennu
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.