Computational Intelligence in Wireless Sensor Networks: Recent Advances and Future Challenges

✍ Scribed by Ajith Abraham, Rafael Falcon, Mario Koeppen (eds.)

Publisher: Springer International Publishing
Year: 2017
Tongue: English
Leaves: 220
Series: Studies in Computational Intelligence 676
Edition: 1
Category: Library

No coin nor oath required. For personal study only.

✦ Synopsis

This book emphasizes the increasingly important role that Computational Intelligence (CI) methods are playing in solving a myriad of entangled Wireless Sensor Networks (WSN) related problems. The book serves as a guide for surveying several state-of-the-art WSN scenarios in which CI approaches have been employed. The reader finds in this book how CI has contributed to solve a wide range of challenging problems, ranging from balancing the cost and accuracy of heterogeneous sensor deployments to recovering from real-time sensor failures to detecting attacks launched by malicious sensor nodes and enacting CI-based security schemes. Network managers, industry experts, academicians and practitioners alike (mostly in computer engineering, computer science or applied mathematics) benefit from th e spectrum of successful applications reported in this book. Senior undergraduate or graduate students may discover in this book some problems well suited for their own research endeavors.

✦ Table of Contents

Front Matter....Pages i-xv
A Genetic Programming Approach to Cost-Sensitive Control in Wireless Sensor Networks....Pages 1-31
A Study on Performance of Hill Climbing Heuristic Method for Router Placement in Wireless Mesh Networks....Pages 33-48
An Automated Irrigation System Based on a Low-Cost Microcontroller for Tomato Production in South India....Pages 49-71
Artificial Neural Network Based Real-Time Urban Road Traffic State Estimation Framework....Pages 73-97
Attack Detection Using Evolutionary Computation....Pages 99-129
Computational Intelligence Based Security in Wireless Sensor Networks: Technologies and Design Challenges....Pages 131-151
Efficient Anomaly Detection System for Video Surveillance Application in WVSN with Particle Swarm Optimization....Pages 153-177
Planning Robust Sensor Relocation Trajectories for a Mobile Robot with Evolutionary Multi-objective Optimization....Pages 179-210

✦ Subjects

Computational Intelligence;Artificial Intelligence (incl. Robotics);Communications Engineering, Networks

📜 SIMILAR VOLUMES

Advances in Wireless Sensors and Sensor

📁 Advances in Wireless Sensors and Sensor Networks

✍ Thomas Newe, Victor Cionca, David Boyle (auth.), Subhas Chandra Mukhopadhyay, He 📂 Library 📅 2010 🏛 Springer-Verlag Berlin Heidelberg 🌐 English

In recent times wireless sensors and sensor networks have become a great interest to research, scientific and technological community. Though the sensor networks have been in place for more than a few decades now, the wireless domain has opened up a whole new application spaces of sensors. Wir

Computational Intelligence for Wireless

📁 Computational Intelligence for Wireless Sensor Networks

✍ Joydeep Dutta, Arindam Biswas, Mrinal Kanti Sarkar, Sandip Kumar Chaurasiya, Gor 📂 Library 📅 2022 🏛 CRC Press/Chapman & Hall 🌐 English

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 intelligen

Advanced Wireless Communication and Sens

📁 Advanced Wireless Communication and Sensor Networks

✍ Ashish Bagwari (editor), Geetam Singh Tomar (editor), Jyotshana Bagwari (editor) 📂 Library 📅 2023 🏛 Chapman and Hall/CRC 🌐 English

This book covers wireless communication, security issues, advanced wireless sensor networks (WSNs), routing protocols of WSNs with cross-layer solutions, emerging trends in the advanced WSNs, power management, distributed sensing and data gathering techniques for WSNs, WSNs security, applic

Wireless Communications and Networks: Re

📁 Wireless Communications and Networks: Recent Advances

✍ Eksim A. (Ed.) 📂 Library 🌐 English

InTech, 2012, 596 pages, ISBN: 9535101895 9789535101895<div class="bb-sep"></div>This book will provide a comprehensive technical guide covering fundamentals, recent advances and open issues in wireless communications and networks to the readers. The objective of the book is to serve as a valuable r

Recent Development in Wireless Sensor an

📁 Recent Development in Wireless Sensor and Ad-hoc Networks

✍ Srikanta Patnaik, Xiaolong Li, Yeon-Mo Yang (eds.) 📂 Library 📅 2015 🏛 Springer India 🌐 English

Wireless Sensor Network (WSN) consists of numerous physically distributed autonomous devices used for sensing and monitoring the physical and/or environmental conditions. A WSN uses a gateway that provides wireless connectivity to the wired world as well as distributed networks. There are many op

Wireless Communication: Advancements and

📁 Wireless Communication: Advancements and Challenges (Wireless Communications and Networking Technologies)

✍ Prashant Ranjan (editor), Ram Shringar Rao (editor), Krishna Kumar (editor), Pan 📂 Library 📅 2022 🏛 CRC Press 🌐 English

This reference text will benefit readers in enhancing their understanding of the recent technologies, protocols, and challenges in various stages of development of wireless communication and networking. The text discusses the cellular concepts of 4G, 5G, and 6G along wit