Experiments on fault-tolerant self-reconfiguration and emergent self-repair

David Johan Christensen

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

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Abstract

This paper presents a series of experiments on fault tolerant self-reconfiguration of the ATRON robotic system. For self-reconfiguration we use a previously described distributed control strategy based on meta-modules that emerge, move and stop. We perform experiments on three different types of failures: 1) Action failure: On the physical platform we demonstrate how roll-back of actions are used to achieve tolerance to collision with obstacles and other meta-modules. 2) Module failure: In simulation we show, for a 500 module robot, how different degrees of catastrophic module failure affect the robot’s ability to shape-change to support an insecure roof. 3) Robot failure: In simulation we demonstrate how robot faults such as a broken robot bone can be emergent self-repaired by exploiting the redundancy of selfreconfigurable modules. We conclude that the use of emergent, distributed control, action roll-back, module redundancy, and self-reconfiguration can be used to achieve fault tolerant, self-repairing robots.
Keyword: Distributed control,Emergent phenomena,Self-adjusting systems,Redundancy,Fault tolerance,Robots
Original languageEnglish
Title of host publicationProceedings of the 2007 IEEE Symposium on Artificial Life
PublisherIEEE
Publication date2007
Pages355-361
ISBN (Print)9781424407019
DOIs
Publication statusPublished - 2007
Externally publishedYes
EventSymposium on Artificial Life - Honolulu, USA
Duration: 1 Jan 2007 → …

Conference

ConferenceSymposium on Artificial Life
CityHonolulu, USA
Period01/01/2007 → …

Bibliographical note

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