Abstract | ||
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For fault-tolerant real-time filtering, an efficient two-filter architecture is proposed. In the two-filter architecture, a host filter is operated permanently. A compression filter (CF) is intermittently initialized and operated during prescribed time intervals to handle measurements susceptible to soft faults. New CFs are derived based on time-propagated measurement concept. The derived de-correlated full error-state CF and correlated partial error-state CF facilitate a number of different ways of ordering out-of-normal-sequence measurements, provide efficient state estimates with consistent error covariance information, and make fault detection and isolation convenient. |
Year | DOI | Venue |
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2007 | 10.1016/j.automatica.2006.09.005 | Automatica |
Keywords | Field | DocType |
Real-time,Fault,Detection,Isolation,Information,Fusion,Compression,Filter | Compression (physics),Fault detection and isolation,Filter (signal processing),Fusion,Real-time computing,Fault tolerance,Mathematics,Covariance | Journal |
Volume | Issue | ISSN |
43 | 2 | 0005-1098 |
Citations | PageRank | References |
1 | 0.50 | 1 |
Authors | ||
2 |
Name | Order | Citations | PageRank |
---|---|---|---|
Hyung Keun Lee | 1 | 11 | 3.19 |
Jang Gyu Lee | 2 | 51 | 11.04 |