
Computational Intelligence in Sensor Networks
Springer (Publisher)
Published on 11. February 2019
Book
Paperback/Softback
XIV, 488 pages
978-3-662-58594-8 (ISBN)
Description
This book discusses applications of computational intelligence in sensor networks. Consisting of twenty chapters, it addresses topics ranging from small-scale data processing to big data processing realized through sensor nodes with the help of computational approaches. Advances in sensor technology and computer networks have enabled sensor networks to evolve from small systems of large sensors to large nets of miniature sensors, from wired communications to wireless communications, and from static to dynamic network topology. In spite of these technological advances, sensor networks still face the challenges of communicating and processing large amounts of imprecise and partial data in resource-constrained environments. Further, optimal deployment of sensors in an environment is also seen as an intractable problem. On the other hand, computational intelligence techniques like neural networks, evolutionary computation, swarm intelligence, and fuzzy systems are gaining popularity in solving intractable problems in various disciplines including sensor networks. The contributions combine the best attributes of these two distinct fields, offering readers a comprehensive overview of the emerging research areas and presenting first-hand experience of a variety of computational intelligence approaches in sensor networks.
More details
Series
Edition
Softcover Reprint of the Original 1st 2019 ed.
Language
English
Place of publication
Berlin
Germany
Publishing group
Springer Berlin
Target group
Professional and scholarly
Illustrations
132 farbige Abbildungen, 64 s/w Abbildungen
XIV, 488 p. 196 illus., 132 illus. in color.
Dimensions
Height: 235 mm
Width: 155 mm
Thickness: 28 mm
Weight
756 gr
ISBN-13
978-3-662-58594-8 (9783662585948)
DOI
10.1007/978-3-662-57277-1
Schweitzer Classification
Other editions
Additional editions

Bijan Bihari Mishra | Satchidanand Dehuri | Bijaya Ketan Panigrahi
Computational Intelligence in Sensor Networks
Book
05/2018
Springer
€181.89
Shipment within 7-9 days
Persons
Content
Distributed Query Processing Optimization in Wireless Sensor Network Using Arti?cial Immune System.- Computational Intelligence Techniques for Localization in Static and Dynamic Wireless Sensor Networks- A Review.- Nature Inspired Algorithm Approach for the Development of an Energy Aware Model for Sensor Network.- Routing Protocols.- Distance based Enhanced Threshold Sensitive Stable Election routing Protocol for Heterogeneous Wireless Sensor Network.