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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Nunzi, E. D'Ippolito, D. |
| Copyright Year | 2009 |
| Description | Author affiliation: Dept. of Electronic and of Information Engineering, University of Perugia, Italy (Nunzi, E.; D'Ippolito, D.) |
| Abstract | The Generalized Likelihood Ratio Test (GLRT) is a fault detection technique usually employed for revealing faulting behavior by analyzing a finite length sequence of data. This technique is largely employed in many engineering applications and recently its effectiveness has been proved for detecting anomalies also in on-board atomic clocks [1]–[3]. Although the large number of scientific publications allows a simple interpretation of the GLRT outcome, the application of the GLRT to frequency data acquired from atomic clocks still need to be properly customized and metrologically characterized. In particular, by considering Global Navigation Satellite Systems (GNSS), the most effective application where atomic clocks are used, a faulting clock behavior should be recognized fast and efficiently in order to guarantee the system target accuracy. In this paper, a novel theoretical analysis of the GLRT is performed for revealing frequency jumps and variance changes. An application example shows how the presented analysis can be used for deriving practical criteria that simplify the application of the fault detection procedure based on the GLRT to atomic clock frequency data. |
| Starting Page | 85 |
| Ending Page | 88 |
| File Size | 362990 |
| Page Count | 4 |
| File Format | |
| ISBN | 9781424435937 |
| DOI | 10.1109/AMUEM.2009.5207592 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2009-07-06 |
| Publisher Place | Romania |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Fault detection Detectors Frequency Satellite navigation systems Performance analysis Analysis of variance Monitoring Atomic clocks Information analysis Global Positioning System |
| Content Type | Text |
| Resource Type | Article |
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