Computational Intelligence in Sensor Networks (Hardcover, 1st ed. 2019)

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.

General

Imprint:	Springer-Verlag
Country of origin:	Germany
Series:	Studies in Computational Intelligence, 776
Release date:	May 2018
First published:	2019
Editors:	Bijan Bihari Mishra • Satchidanand Dehuri • Bijaya Ketan Panigrahi • Ajit Kumar Nayak • Bhabani Shankar Prasad Mishra • Himansu Das
Dimensions:	235 x 155 x 34mm (L x W x T)
Format:	Hardcover
Pages:	488
Edition:	1st ed. 2019
ISBN-13:	978-3-662-57275-7
Categories:	Books > Professional & Technical > Electronics & communications engineering > Communications engineering / telecommunications > General Books > Computing & IT > Applications of computing > Artificial intelligence > General
LSN:	3-662-57275-3
Barcode:	9783662572757

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