Resource-Aware Data Fusion Algorithms for Wireless Sensor Networks - Couverture rigide

Abdelgawad, Ahmed; Bayoumi, Magdy

Couverture rigide

ISBN 10 : 1461413494 ISBN 13 : 9781461413493

Editeur : Springer-Verlag New York Inc., 2012

Synopsis

This book introduces resource-aware data fusion algorithms to gather and combine data from multiple sources (e.g., sensors) in order to achieve inferences. These techniques can be used in centralized and distributed systems to overcome sensor failure, technological limitation, and spatial and temporal coverage problems. The algorithms described in this book are evaluated with simulation and experimental results to show they will maintain data integrity and make data useful and informative.

• Describes techniques to overcome real problems posed by wireless sensor networks deployed in circumstances that might interfere with measurements provided, such as strong variations of pressure, temperature, radiation, and electromagnetic noise;
• Uses simulation and experimental results to evaluate algorithms presented and includes real test-bed;
• Includes case study implementing data fusion algorithms on a remote monitoring framework for sand production in oil pipelines.

A propos du livre

Présentation de l'éditeur

This book introduces resource-aware data fusion algorithms that generate inferences by combining data from multiple sources—techniques useful in centralized and distributed systems to overcome sensor failure, technological limitations, and coverage problems.

Détails de l'édition

• Éditeur: Springer-Verlag New York Inc.
• Date d'édition: 2012
• Langue: anglais
• ISBN 10: 1461413494
• ISBN 13: 9781461413493
• Reliure: Relié
• Nombre de pages: 124
• Coordonnées du fabricant: ProductSafety@springernature.com; ProductSafety@springernature.com; ; Poststr. 9; Darmstadt; 64293; Allemagne