Computational Intelligence in Sensor Networks

Bijan Bihari Mishra, Satchidanand Dehuri, Bijaya Ketan Panigrahi, Ajit Kumar Nayak, Bhabani Shankar Prasad Mishra, Himansu Das (Herausgeber)

Buch | Softcover

XIV, 488 Seiten

2019 | 1. Softcover reprint of the original 1st ed. 2019
Springer Berlin (Verlag)
978-3-662-58594-8 (ISBN)

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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.

Distributed Query Processing Optimization in Wireless Sensor Network Using Artificial 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.

Erscheinungsdatum	28.02.2019
Reihe/Serie	Studies in Computational Intelligence
Zusatzinfo	XIV, 488 p. 196 illus., 132 illus. in color.
Verlagsort	Berlin
Sprache	englisch
Maße	155 x 235 mm
Gewicht	765 g
Themenwelt	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
Themenwelt	Technik ► Nachrichtentechnik
Schlagworte	Big Data • Computational Intelligence • evolutionary algorithms • Fuzzy Theory • Information Fusion • Neural networks • sensor networks • Swarm intelligence
ISBN-10	3-662-58594-4 / 3662585944
ISBN-13	978-3-662-58594-8 / 9783662585948
Zustand	Neuware