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Full Description
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.
Contents
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
