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

 
9783639706109: Distributed Fault-Tolerant Detection in Wireless Sensor Networks: Event and Faulty Sensor Detection

Inhaltsangabe

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.

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Reseña del editor

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.

Biografía del autor

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.

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Xuanwen Luo
Verlag: Scholars' Press Dez 2013, 2013
ISBN 10: 3639706102 ISBN 13: 9783639706109
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Taschenbuch. Zustand: Neu. Neuware -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.VDM Verlag, Dudweiler Landstraße 99, 66123 Saarbrücken 88 pp. Englisch. Artikel-Nr. 9783639706109

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Luo, Xuanwen; Dong, Ming; Luo, Xuanwen; Dong, Ming
Verlag: Scholar's Press, 2013
ISBN 10: 3639706102 ISBN 13: 9783639706109
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Paperback. Zustand: Brand New. 88 pages. 8.66x5.91x0.20 inches. In Stock. Artikel-Nr. 3639706102

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