Metaheuristics and Reinforcement Techniques for Smart Sensor Applications
Metaheuristics and Reinforcement Techniques for Smart Sensor Applications by Adwitiya Sinha, published by CRC Press LLC on October 23, 2024, spans 238 pages and is presented in English. This book discusses the fundamentals of wireless sensor networks, exploring current methods and trends in smart sensor applications. It offers analytical modeling to enhance understanding of network challenges, particularly in developing protocols for next-generation communication standards.
Readers will find a comprehensive examination of low-power sensors, network standards, and design challenges, along with insights into sensor network simulation. The book focuses on clustering techniques and methods to address energy hole problems, load balancing, and network lifetime enhancements. Additionally, it discusses advanced energy models that incorporate energy harvesting and delves into coverage and connectivity issues using genetic meta-heuristics and reinforcement methodologies. This reference work is aimed at researchers and scholars interested in the integration of smart sensor applications with social networks and neural computing.
Official synopsis Publisher
This book discusses the fundamentals of wireless sensor networks, the prevailing methods, and trends of smart sensor applications. It presents analytical modelling to foster the understanding of network challenges in developing protocols for next-generation communication standards.
* Presents an overview of the low-power sensor, the network standards, design challenges and sensor network simulation
* Focusses on clustering, methods available for wireless sensor networks to tackle energy hole problems, load balancing and network lifetime enhancements
* Discusses enhanced versions of energy models enriched with energy harvesting
* Provides an insight into coverage and connectivity issues with genetic meta-heuristics, evolutionary models and reinforcement methodologies designed for wireless sensor networks
* Includes a wide range of sensor network applications and their integration with social networks and neural computing.
The reference book is for researchers and scholars interested in Smart Sensor applications.
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