Computational Intelligence in Sensor Networks

Nonfiction, Science & Nature, Technology, Telecommunications, Computers, Advanced Computing, Artificial Intelligence, General Computing
Cover of the book Computational Intelligence in Sensor Networks by , Springer Berlin Heidelberg
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: ISBN: 9783662572771
Publisher: Springer Berlin Heidelberg Publication: May 22, 2018
Imprint: Springer Language: English
Author:
ISBN: 9783662572771
Publisher: Springer Berlin Heidelberg
Publication: May 22, 2018
Imprint: Springer
Language: English

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.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

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 books from Springer Berlin Heidelberg

Cover of the book Quantum Mechanics in the Geometry of Space-Time by
Cover of the book Analysis and Design of Advice by
Cover of the book Synchronization and Triggering: from Fracture to Earthquake Processes by
Cover of the book The Chondrocranium of Cryptoprocta ferox by
Cover of the book Pädiatrie by
Cover of the book GPU Solutions to Multi-scale Problems in Science and Engineering by
Cover of the book Unterwegs im Krankenhaus - Pflegerische Aufgaben beim Patiententransport by
Cover of the book Drugs and Alcohol by
Cover of the book Legal Issues for Implementing the Clean Development Mechanism in China by
Cover of the book Nanophenomena at Surfaces by
Cover of the book Mashups by
Cover of the book Wunibald I. E. Kamm - Wegbereiter der modernen Kraftfahrtechnik by
Cover of the book European Ship Recycling Regulation by
Cover of the book TNM Supplement 1993 by
Cover of the book Evolutionary Biology of Land Isopods by
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy