Residential College | false |
Status | 已發表Published |
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 Publication | IEEE Transactions on Automatic Control |
ISSN | 0018-9286 |
Volume | 60Issue: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. |
Keyword | Aerospace Fault Detection Fault Isolation Navigation Set-valued Observers |
DOI | 10.1109/TAC.2014.2363300 |
URL | View the original |
Indexed By | CPCI-S |
Language | 英語English |
WOS Research Area | Automation & Control Systems ; Computer Science ; Engineering |
WOS Subject | Automation & Control Systems ; Computer Science, Artificial Intelligence ; Engineering, Electrical & Electronic |
WOS ID | WOS:000327200400098 |
Scopus ID | 2-s2.0-84934342609 |
Fulltext Access | |
Citation statistics | |
Document Type | Journal article |
Collection | DEPARTMENT OF ELECTRICAL AND COMPUTER ENGINEERING |
Corresponding Author | Brás,Sérgio; Rosa,Paulo |
Affiliation | 1.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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