Outlier and Event Detection in Harsh Environments: An application of Wireless Sensor Networks - Couverture souple

Shahid, Nauman

 
9783848414352: Outlier and Event Detection in Harsh Environments: An application of Wireless Sensor Networks
Couverture souple
ISBN 10 : 384841435X ISBN 13 : 9783848414352
Editeur : LAP LAMBERT Academic Publishing, 2012

Synopsis

The applications of wireless sensor networks in harsh environments, an aspect which has not been given extensive treatment in the literature is considered in this work. Typical examples of harsh environments are urban areas and underground mines. Among the numerous monitoring applications of wireless sensor networks this work focuses on outlier detection and event detection in harsh environments. An outlier detection technique for harsh environments should be energy efficient and able to incorporate multivariate input data type, spatiotemporal and attribute correlations, identification of an outlier as an event or error, outlier degree, outlier score, in-susceptibility to dynamic topology, non-stationarity and inhomogeneity of the environment. The objective of this work is to provide a brief analysis of the state-of-the-art outlier/event detection techniques in the context of harsh environments and build on these techniques to incorporate most of the mentioned characteristics.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Présentation de l'éditeur

The applications of wireless sensor networks in harsh environments, an aspect which has not been given extensive treatment in the literature is considered in this work. Typical examples of harsh environments are urban areas and underground mines. Among the numerous monitoring applications of wireless sensor networks this work focuses on outlier detection and event detection in harsh environments. An outlier detection technique for harsh environments should be energy efficient and able to incorporate multivariate input data type, spatiotemporal and attribute correlations, identification of an outlier as an event or error, outlier degree, outlier score, in-susceptibility to dynamic topology, non-stationarity and inhomogeneity of the environment. The objective of this work is to provide a brief analysis of the state-of-the-art outlier/event detection techniques in the context of harsh environments and build on these techniques to incorporate most of the mentioned characteristics.

Biographie de l'auteur

Nauman Shahid received his Masters degree in Computer Engineering from Lahore University of Management Sciences (LUMS). Currently he is working as a Research Associate in Advanced Communication Laboratory (ADCOM, LUMS).

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2012
Langue
anglais
ISBN 10 
384841435X
ISBN 13 
9783848414352
Reliure
Broché
Nombre de pages
172
Coordonnées du fabricant
non disponible
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