Computational Intelligence in Sensor Networks (Studies in Computational Intelligence, 776, Band 776) - Hardcover

Buch 287 von 538: Studies in Computational Intelligence
 
9783662572757: Computational Intelligence in Sensor Networks (Studies in Computational Intelligence, 776, Band 776)
Hardcover
ISBN 10: 3662572753 ISBN 13: 9783662572757
Verlag: Springer, 2018

Inhaltsangabe

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.

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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.

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Verlag
Springer
Erscheinungsdatum
2018
Sprache
Englisch
ISBN 10 
3662572753
ISBN 13 
9783662572757
Einband
Gebundene Ausgabe
Auflage
1
Anzahl der Seiten
502
Herausgeber
Mishra Bijan Bihari, Dehuri Satchidanand, Panigrahi Bijaya Ketan, Nayak Ajit Kumar, Mishra Bhabani Shankar Prasad, Das Himansu
Kontakt zum Hersteller
ProductSafety@springernature.com
ProductSafety@springernature.com

Poststr. 9
Darmstadt
64293
Deutschland

Weitere beliebte Ausgaben desselben Titels

9783662585948: Computational Intelligence in Sensor Networks (Studies in Computational Intelligence, 776, Band 776)

Vorgestellte Ausgabe

ISBN 10:  3662585944 ISBN 13:  9783662585948
Verlag: Springer, 2019
Softcover