Description
Taylor and Francis Ltd Computational Intelligence for Wireless Sensor Networks 1st Edition 2022 Hardbound by Chaurasiya, Sandip K
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 networksTaxonomy of computational intelligenceDetailed discussion of various metaheuristic techniquesDevelopment of intelligent MAC protocolsDevelopment of intelligent routing protocolsSecurity management in WSNsThis 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. Chapter 1: Wireless Sensor Network (WSN) Vis-a-Vis Internet of Things (IoT): Foundation and EmergenceP. K. PaulChapter 2: Computational Intelligence in Wireless Sensor & Actuator Networks- A Thorough ReviewT. Santosh and Sandip K ChaurasiyaChapter 3: Metaheuristic Clustering in Wireless Sensor Networks Sandip K Chaurasiya, Suman Ghosh, and Rajib BanerjeeChapter 4: Protocols Development using Computational Intelligence in WSNsDhirendra Kumar SharmaChapter 5: Intelligent IoT for Precision AgricultureHitesh Kumar SharmaChapter 6: A Study of Blockchain Based Energy-Aware Intelligent Routing Protocols for Wireless Sensor NetworksAroop Sarkar and Geetansh AtreyChapter 7: Intelligent Vehicular Ad-Hoc Networks and their Pursuance in LTE NetworksArjun AroraChapter 8: Intelligent Routing in Vehicular Ad-Hoc NetworksRohit SrivastavaChapter 9: WSN Security: Intrusion Detection Approaches Using Machine LearningGaytri Bakshi and Himanshu SahuChapter 10: Security in Communication for Intelligent Wireless Sensor Networks: Issues and ChallengesShiwangi Singh, Ritwik Saurabh, Tanmoy Maitra, and Debasis Giri