Alan G. Millard
Towards exogenous fault detection in swarm robotic systems
Millard, Alan G.; Timmis, Jon; Winfield, Alan F.T.
Alan Winfield Alan.Winfield@uwe.ac.uk
Professor in Robotics
It has long been assumed that swarm systems are robust, in the sense that the failure of individual robots will have little detrimental effect on a swarm’s overall collective behaviour. However, Bjerknes and Winfield  have recently shown that this is not always the case, particularly in the event of partial failures (such as motor failure). The reliability modelling in  shows that overall system reliability rapidly decreases with swarm size, therefore this is a problem that cannot simply be solved by adding more robots to the swarm. Instead, future large-scale swarm systems will need an active approach to dealing with failed individuals if they are to achieve a high level of fault tolerance.
|Publication Date||Jun 1, 2014|
|Peer Reviewed||Peer Reviewed|
|Series Title||Lecture Notes in Artificial Intelligence|
|Book Title||Towards Autonomous Robotic Systems|
|APA6 Citation||Millard, A. G., Timmis, J., & Winfield, A. F. (2014). Towards exogenous fault detection in swarm robotic systems. In C. Melhuish, M. Witkowski, A. Natraj, & S. Cameron (Eds.), Towards Autonomous Robotic Systems, 429-430. Springer Berlin Heidelberg|
|Keywords||swarm robotics, fault detection|
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