Distributed Fault-Tolerant Detection in Wireless Sensor Networks: Event and Faulty Sensor Detection - Couverture souple

Luo, Xuanwen; Dong, Ming

 
9783639706109: Distributed Fault-Tolerant Detection in Wireless Sensor Networks: Event and Faulty Sensor Detection
Couverture souple
ISBN 10 : 3639706102 ISBN 13 : 9783639706109
Editeur : Scholars' Press, 2013

Synopsis

Event detection, boundary detection, and faulty sensor detection are important research topics in wireless sensor networks. Finite power supplies and limited communication bandwidth within wireless sensor networks mean applications must use these resources efficiently. With that in mind, this book presents the concept of using minimal neighbor sensors in the detection process. This concept can be used when deploy sensors strategically in building sensor networks. Reliability of small sensors is questionable, especially when the sensors are deployed in harsh environments. This book will explore the ways to improve detection accuracy by incorporating sensor reliability explicitly in the fault-tolerant detection process. An adaptive detection system is also presented for event boundary detention. Finally, a hypothesis testing method is used for faulty sensor detection.

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

Présentation de l'éditeur

Event detection, boundary detection, and faulty sensor detection are important research topics in wireless sensor networks. Finite power supplies and limited communication bandwidth within wireless sensor networks mean applications must use these resources efficiently. With that in mind, this book presents the concept of using minimal neighbor sensors in the detection process. This concept can be used when deploy sensors strategically in building sensor networks. Reliability of small sensors is questionable, especially when the sensors are deployed in harsh environments. This book will explore the ways to improve detection accuracy by incorporating sensor reliability explicitly in the fault-tolerant detection process. An adaptive detection system is also presented for event boundary detention. Finally, a hypothesis testing method is used for faulty sensor detection.

Biographie de l'auteur

Dr. Xuanwen Luo is a senior engineer in control system and software in Sandvik Mining USA. He was an electrical engineer in Beijing Capital Engineering and Research Inc. He also worked as a research engineer for GM and as a senior project engineer for Ford. His research interests include sensor networks, machine learning and distributed detection.

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

Éditeur
Scholars' Press
Date d'édition
2013
Langue
anglais
ISBN 10 
3639706102
ISBN 13 
9783639706109
Reliure
Broché
Nombre de pages
88
Coordonnées du fabricant
non disponible
Personne responsable
Moleskine Srl
https://www.moleskine.com/home/

Viale Piceno, 17
Milano
20129
Italie