A Dynamic Fault Tolerance Framework for Remote Robots

dc.citation.firstpage477en_US
dc.citation.issueNumber4en_US
dc.citation.journalTitleIEEE Transactions on Robotics and Automationen_US
dc.citation.lastpage490en_US
dc.citation.volumeNumber11en_US
dc.contributor.authorVisinsky, Monica L.en_US
dc.contributor.authorCavallaro, Joseph R.en_US
dc.contributor.authorWalker, Ian D.en_US
dc.contributor.orgCenter for Multimedia Communicationen_US
dc.date.accessioned2012-05-30T15:34:59Zen_US
dc.date.available2012-05-30T15:34:59Zen_US
dc.date.issued1995-08-01en_US
dc.description.abstractFault tolerance is increasingly important for robots, especially those in remote or hazardous environments. Robots need the ability to effectively detect and tolerate internal failures in order to continue performing their tasks without the need for immediate human intervention. This paper presents a layered fault tolerance framework containing new fault detection and tolerance schemes. The framework is divided into servo, interface, and supervisor layers. The servo layer is the continuous robot system and its normal controller. The interface layer monitors the servo layer for sensor or motor failures using analytical redundancy based fault detection tests. A newly developed algorithm generates the dynamic thresholds necessary to adapt the detection tests to the modeling inaccuracies present in robotic control. Depending on the initial conditions, the interface layer can provide some sensor fault tolerance automatically without direction from the supervisor. If the interface runs out of alternatives, the discrete event supervisor searches for remaining tolerance options and initiates the appropriate action based on the current robot structure indicated by the fault tree database. The layers form a hierarchy of fault tolerance which provide different levels of detection and tolerance capabilities for structurally diverse robots.en_US
dc.identifier.citationM. L. Visinsky, J. R. Cavallaro and I. D. Walker, "A Dynamic Fault Tolerance Framework for Remote Robots," <i>IEEE Transactions on Robotics and Automation,</i> vol. 11, no. 4, 1995.en_US
dc.identifier.doihttp://dx.doi.org/10.1109/70.406930en_US
dc.identifier.otherhttp://scholar.google.com/scholar?cluster=4277173842328925392&hl=en&as_sdt=0,44en_US
dc.identifier.urihttps://hdl.handle.net/1911/64191en_US
dc.language.isoengen_US
dc.publisherIEEEen_US
dc.subjectFault Toleranceen_US
dc.subjectRoboticsen_US
dc.subjectInternal failuresen_US
dc.subjectFault Detectionen_US
dc.titleA Dynamic Fault Tolerance Framework for Remote Robotsen_US
dc.typeJournal articleen_US
dc.type.dcmiTexten_US
dc.type.dcmiTexten_US
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