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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Aouada, R. Aouada, S. d'Urso, G. Zoubir, A.M. |
| Copyright Year | 2006 |
| Description | Author affiliation: Sci. de l'Automatique & du Traitement du Signal, SUPELEC, Gif-sur-Yvette (Aouada, R.) |
| Abstract | We consider source enumeration and identification in the context of monitoring the cooling circuit of a pressurized-water-reactor (PWR) nuclear plant. We employ a linear instantaneous-mixture to describe the system. We use the Gerschgorin radii of the transformed covariance matrix of the data to detect the number of sources. In particular, we illustrate the advantage of employing the bootstrap in a scenario where no or little a priori knowledge is available on the statistical properties of the measured data. A specific denoising procedure is also applied to the data to alleviate the effect of small variations of the noise power over the sensors, and allow a more accurate source separation. The results show the potential of both Gerschgorin-based detection and the bootstrap in practice |
| Sponsorship | The Inst. of Electr. and Electron. Eng., Inc. Circuits and Syst. Soc. (IEEE CASS) |
| File Size | 1138091 |
| File Format | |
| ISBN | 142440469X |
| ISSN | 15206149 |
| DOI | 10.1109/ICASSP.2006.1661186 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2006-05-14 |
| Publisher Place | France |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Power generation Monitoring Cooling Signal processing Circuits Covariance matrix Particle measurements Narrowband Temperature sensors Water resources |
| Content Type | Text |
| Resource Type | Article |
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