Impact of Measurement Dating Inaccuracies in the Monitoring of Bulk Flows

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...

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Bibliographic Details
Main Authors: Lionel Magnis, Nicolas Petit
Format: Article
Language:English
Published: VSB-Technical University of Ostrava 2015-01-01
Series:Advances in Electrical and Electronic Engineering
Subjects:
data synchronization
filtering
loss detection
network monitoring.
Online Access:http://advances.utc.sk/index.php/AEEE/article/view/1096
id doaj-3b5f47df026448caa610bcbf6f036286
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spelling doaj-3b5f47df026448caa610bcbf6f0362862021-10-11T08:03:04ZengVSB-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.
collection DOAJ
language English
format Article
sources DOAJ
author Lionel Magnis
Nicolas Petit
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.
author_facet Lionel Magnis
Nicolas Petit
author_sort Lionel Magnis
title 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_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_sort impact of measurement dating inaccuracies in the monitoring of bulk flows
publisher VSB-Technical University of Ostrava
series Advances in Electrical and Electronic Engineering
issn 1336-1376
1804-3119
publishDate 2015-01-01
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.
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
_version_ 1716828094198710272

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