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Fault detection and isolation in inertial measurement units based on bounding sets
Brás,Sérgio1; Rosa,Paulo2; Silvestre,Carlos1,3; Oliveira,Paulo1,4
2015-07-01
Source PublicationIEEE Transactions on Automatic Control
ISSN0018-9286
Volume60Issue:7Pages:1933-1938
Abstract

This work addresses the problem of Fault Detection and Isolation (FDI) for navigation systems equipped with sensors providing inertial measurements and vector observations. Assuming upper bounded sensor noise, two strategies are proposed: i) the first one takes advantage of existing hardware redundancy, requiring at least five sensor measurements to isolate faults; ii) the second approach exploits the analytical redundancy between the angular velocity measurements and the vector observations, by resorting to set-valued observers (SVOs). Necessary and sufficient conditions on the magnitude of the faults are provided, in order to guarantee successful detection and isolation, when hardware redundancy is available. Due to the set-based construction of the methods, none of the solutions generates false detections and no decision threshold is required. Using a simulation scenario, the proposed strategies are compared with two alternatives available in the literature.

KeywordAerospace Fault Detection Fault Isolation Navigation Set-valued Observers
DOI10.1109/TAC.2014.2363300
URLView the original
Indexed ByCPCI-S
Language英語English
WOS Research AreaAutomation & Control Systems ; Computer Science ; Engineering
WOS SubjectAutomation & Control Systems ; Computer Science, Artificial Intelligence ; Engineering, Electrical & Electronic
WOS IDWOS:000327200400098
Scopus ID2-s2.0-84934342609
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Document TypeJournal article
CollectionDEPARTMENT OF ELECTRICAL AND COMPUTER ENGINEERING
Corresponding AuthorBrás,Sérgio; Rosa,Paulo
Affiliation1.Laboratory of Robotics and Systems in Engineering and Science (LARSyS), Instituto Superior Técnico, Universidade de Lisboa,Lisbon,1049-001,Portugal
2.Deimos Engenharia,Lisbon,Portugal
3.Department of Electrical and Computer Engineering, Faculty of Science and Technology, University of Macau,Taipa,Macao
4.Department of Mechanical Engineering, Instituto Superior Técnico, Universidade de Lisboa,Lisbon,1049-001,Portugal
Recommended Citation
GB/T 7714
Brás,Sérgio,Rosa,Paulo,Silvestre,Carlos,et al. Fault detection and isolation in inertial measurement units based on bounding sets[J]. IEEE Transactions on Automatic Control, 2015, 60(7), 1933-1938.
APA Brás,Sérgio., Rosa,Paulo., Silvestre,Carlos., & Oliveira,Paulo (2015). Fault detection and isolation in inertial measurement units based on bounding sets. IEEE Transactions on Automatic Control, 60(7), 1933-1938.
MLA Brás,Sérgio,et al."Fault detection and isolation in inertial measurement units based on bounding sets".IEEE Transactions on Automatic Control 60.7(2015):1933-1938.
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