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Chaurasiya / Dutta / Biswas

Computational Intelligence for Wireless Sensor Networks

Principles and Applications

Medium: Buch
ISBN: 978-0-367-60889-7
Verlag: Taylor & Francis Ltd (Sales)
Erscheinungstermin: 07.10.2024
Lieferfrist: bis zu 10 Tage

Computational Intelligence for Wireless Sensor Networks: Principles and Applications provides an integrative overview of the computational intelligence (CI) in wireless sensor networks and enabled technologies. It aims to demonstrate how the paradigm of computational intelligence can benefit Wireless Sensor Networks (WSNs) and sensor-enabled technologies to overcome their existing issues.

This book provides extensive coverage of the multiple design challenges of WSNs and associated technologies such as clustering, routing, media access, security, mobility, and design of energy-efficient network operations.

It also describes various CI strategies such as fuzzy computing, evolutionary computing, reinforcement learning, artificial intelligence, swarm intelligence, teaching learning-based optimization, etc. It also discusses applying the techniques mentioned above in wireless sensor networks and sensor-enabled technologies to improve their design.

The book offers comprehensive coverage of related topics, including:

- Emergence of intelligence in wireless sensor networks

- Taxonomy of computational intelligence

- Detailed discussion of various metaheuristic techniques

- Development of intelligent MAC protocols

- Development of intelligent routing protocols

- Security management in WSNs

This book mainly addresses the challenges pertaining to the development of intelligent network systems via computational intelligence. It provides insights into how intelligence has been pursued and can be further integrated in the development of sensor-enabled applications.


Produkteigenschaften


  • Artikelnummer: 9780367608897
  • Medium: Buch
  • ISBN: 978-0-367-60889-7
  • Verlag: Taylor & Francis Ltd (Sales)
  • Erscheinungstermin: 07.10.2024
  • Sprache(n): Englisch
  • Auflage: 1. Auflage 2024
  • Produktform: Kartoniert
  • Gewicht: 381 g
  • Seiten: 214
  • Format (B x H x T): 178 x 254 x 12 mm
  • Ausgabetyp: Kein, Unbekannt
Autoren/Hrsg.

Herausgeber

Chapter 1: Wireless Sensor Network (WSN) Vis-a-Vis Internet of Things (IoT): Foundation and Emergence

P. K. Paul

Chapter 2: Computational Intelligence in Wireless Sensor & Actuator Networks- A Thorough Review

T. Santosh and Sandip K Chaurasiya

Chapter 3: Metaheuristic Clustering in Wireless Sensor Networks

Sandip K Chaurasiya, Suman Ghosh, and Rajib Banerjee

Chapter 4: Protocols Development using Computational Intelligence in WSNs

Dhirendra Kumar Sharma

Chapter 5: Intelligent IoT for Precision Agriculture

Hitesh Kumar Sharma

Chapter 6: A Study of Blockchain Based Energy-Aware Intelligent Routing Protocols for Wireless Sensor Networks

Aroop Sarkar and Geetansh Atrey

Chapter 7: Intelligent Vehicular Ad-Hoc Networks and their Pursuance in LTE Networks

Arjun Arora

Chapter 8: Intelligent Routing in Vehicular Ad-Hoc Networks

Rohit Srivastava

Chapter 9: WSN Security: Intrusion Detection Approaches Using Machine Learning

Gaytri Bakshi and Himanshu Sahu

Chapter 10: Security in Communication for Intelligent Wireless Sensor Networks: Issues and Challenges

Shiwangi Singh, Ritwik Saurabh, Tanmoy Maitra, and Debasis Giri