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Full Description
Smart Sensor Networks (WSNs) using AI have left a mark on the lives of all by aiding in various sectors, such as manufacturing, education, healthcare, and monitoring of the environment and industries. This book covers recent AI applications and explores aspects of modern sensor technologies and the systems needed to operate them.
The book reviews the fundamental concepts of gathering, processing, and analyzing different AI-based models and methods. It covers recent WSN techniques for the purpose of effective network management on par with the standards laid out by international organizations in related fields and focuses on both core concepts along with major applicational areas.
The book will be used by technical developers, academicians, data sciences, industrial professionals, researchers, and students interested in the latest innovations on problem-oriented processing techniques in sensor networks using IoT and evolutionary computer applications for Industry 4.0.
Contents
Chapter 1 Optimization of Wireless Sensor Networks using Bio-Inspired Algorithm
Ayusee Swain, K. P. Swain, G. Palai, and Soumya Ranjan Nayak
Chapter 2 An Improved Genetic Algorithm with Haar Lifting for Optimal Sensor Deployment in Target Covers Based Wireless Sensor Networks
T. Ganesan and Pothuraju Rajarajeswari
Chapter 3 Lifetime Enhancement of Wireless Sensor Network Using Artificial Intelligence Techniques
Jayashree Dev and Jibitesh Mishra
Chapter 4 Research Issues of Information Security Using Blockchain Technique in Multiple Media WSNs: A Communication Technique Perceptive
Nihar Ranjan Pradhan and Akhilendra Pratap Singh
Chapter 5 Modified Artificial Fish Swarm Optimization Based Clustering in Wireless Sensor Network
Biswa Mohan Sahoo, Ramesh Chandra Sahoo, Nabanita Paul, Abhinav Tomar, and Ranjeet Kumar Rout
Chapter 6 Survey: Data Prediction Model in Wireless Sensor Networks Using Machine Learning and Optimization Methods
S. Ramalingam, K. Baskaran, and Umashankar Subramaniam
Chapter 7 Strategic Sink Mobility Based on Particle Swarm Optimization in Wireless Sensor Network
Ramandeep Kaur and Roop Lal Sharma
Chapter 8 A Study on Outlier Detection Techniques for Wireless Sensor Network with CNN Approach
Biswaranjan Sarangi and Biswajit Tripathy
Chapter 9 NEECH: A Novel Energy-Efficient Cluster Head Selecting Protocol in a Wireless Sensor Network
Shelly Bhardwaj and Gurpreet Singh Saini
Chapter 10 An Efficient Model for Toxic Gas Detection and Monitoring Using Cloud and Sensor Network
A. M. Senthil Kumar, Yamini Pemmasani, Haritha Venkata Naga Siva Sruthi Addanki, Vasantha Sravani, and Dama Srinu
Chapter 11 Particle swarm Intelligence-Based Localization Algorithms in Wireless Sensor Networks
Ravichander Janapati, Ravi Kumar Jatoth, A. Brahmananda Reddy, and Ch. Balaswamy
Chapter 12 A Review on Defense Strategy Security Mechanism for Sensor Network
Amara SA L G Gopala Gupta and G. Syam Prasad
Chapter 13 Securing Wireless Multimedia Objects through Machine Learning Techniques in Wireless Sensor Networks
Rakesh Ahuja, Purnima, Ambuj Kumar Agarwal, Saira Bano, and Manish Sharma
Chapter 14 Low Power Communication in Wireless Sensor Networks and IoT
Pawan Kumar Sharma, Jaspreet Singh, Yogita, and Vipin Pal
Chapter 15 Localization Using Bat Algorithm in Wireless Sensor Network
Ramandeep Kaur and Gurpreet Singh Saini
