Computational Intelligence in Sensor Networks Paperback / softback
Edited by Bijan Bihari Mishra, Satchidanand Dehuri, Bijaya Ketan Panigrahi, Ajit Kumar Nayak, Bhabani Shankar Prasad Mishra, Himansu Das
Part of the Studies in Computational Intelligence series
Paperback / softback
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.
Information
-
Available to Order - This title is available to order, with delivery expected within 2 weeks
- Format:Paperback / softback
- Pages:488 pages, 132 Illustrations, color; 64 Illustrations, black and white; XIV, 488 p. 196 illus., 132
- Publisher:Springer-Verlag Berlin and Heidelberg GmbH & Co. K
- Publication Date:11/02/2019
- Category:
- ISBN:9783662585948
Information
-
Available to Order - This title is available to order, with delivery expected within 2 weeks
- Format:Paperback / softback
- Pages:488 pages, 132 Illustrations, color; 64 Illustrations, black and white; XIV, 488 p. 196 illus., 132
- Publisher:Springer-Verlag Berlin and Heidelberg GmbH & Co. K
- Publication Date:11/02/2019
- Category:
- ISBN:9783662585948
