Impact of Measurement Dating Inaccuracies in the Monitoring of Bulk Flows
This paper discusses the negative impact of errors in the dating of information gathered across a distributed network of sensors to be treated by a centralized monitoring algorithm. In this contribution, an example of flow monitoring serves as basis for the analysis. We consider an estimator setup f...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
VSB-Technical University of Ostrava
2015-01-01
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| Series: | Advances in Electrical and Electronic Engineering |
| Subjects: | |
| Online Access: | http://advances.utc.sk/index.php/AEEE/article/view/1096 |
| _version_ | 1797827024416407552 |
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| author | Lionel Magnis Nicolas Petit |
| author_facet | Lionel Magnis Nicolas Petit |
| author_sort | Lionel Magnis |
| collection | DOAJ |
| description | This paper discusses the negative impact of errors in the dating of information gathered across a distributed network of sensors to be treated by a centralized monitoring algorithm. In this contribution, an example of flow monitoring serves as basis for the analysis. We consider an estimator setup for loss detection. Using a simple probability model, we determine the variance of this estimator and show how it is impacted by the dating uncertainty. A mitigating solution is proposed. Further extensions are discussed. |
| first_indexed | 2024-04-09T12:41:44Z |
| format | Article |
| id | doaj.art-3b5f47df026448caa610bcbf6f036286 |
| institution | Directory Open Access Journal |
| issn | 1336-1376 1804-3119 |
| language | English |
| last_indexed | 2024-04-09T12:41:44Z |
| publishDate | 2015-01-01 |
| publisher | VSB-Technical University of Ostrava |
| record_format | Article |
| series | Advances in Electrical and Electronic Engineering |
| spelling | doaj.art-3b5f47df026448caa610bcbf6f0362862023-05-14T20:50:09ZengVSB-Technical University of OstravaAdvances in Electrical and Electronic Engineering1336-13761804-31192015-01-01131303810.15598/aeee.v13i1.1096715Impact of Measurement Dating Inaccuracies in the Monitoring of Bulk FlowsLionel Magnis0Nicolas Petit1MINES ParisTechMINES ParisTechThis paper discusses the negative impact of errors in the dating of information gathered across a distributed network of sensors to be treated by a centralized monitoring algorithm. In this contribution, an example of flow monitoring serves as basis for the analysis. We consider an estimator setup for loss detection. Using a simple probability model, we determine the variance of this estimator and show how it is impacted by the dating uncertainty. A mitigating solution is proposed. Further extensions are discussed.http://advances.utc.sk/index.php/AEEE/article/view/1096data synchronizationfilteringloss detectionnetwork monitoring. |
| spellingShingle | Lionel Magnis Nicolas Petit Impact of Measurement Dating Inaccuracies in the Monitoring of Bulk Flows Advances in Electrical and Electronic Engineering data synchronization filtering loss detection network monitoring. |
| title | Impact of Measurement Dating Inaccuracies in the Monitoring of Bulk Flows |
| title_full | Impact of Measurement Dating Inaccuracies in the Monitoring of Bulk Flows |
| title_fullStr | Impact of Measurement Dating Inaccuracies in the Monitoring of Bulk Flows |
| title_full_unstemmed | Impact of Measurement Dating Inaccuracies in the Monitoring of Bulk Flows |
| title_short | Impact of Measurement Dating Inaccuracies in the Monitoring of Bulk Flows |
| title_sort | impact of measurement dating inaccuracies in the monitoring of bulk flows |
| topic | data synchronization filtering loss detection network monitoring. |
| url | http://advances.utc.sk/index.php/AEEE/article/view/1096 |
| work_keys_str_mv | AT lionelmagnis impactofmeasurementdatinginaccuraciesinthemonitoringofbulkflows AT nicolaspetit impactofmeasurementdatinginaccuraciesinthemonitoringofbulkflows |