AI-ENABLED 6G NETWORKS AND APPLICATIONS Provides authoritative guidance on utilizing AI techniques in 6G network design and optimization Written and edited by active researchers, this book covers hypotheses and practical considerations and provides insights into the design of evolutionary AI algorithms for 6G networks, with focus on network transparency, interpretability and simulatability for vehicular networks, space systems, surveillance systems and their usages in different emerging engineering fields. AI-Enabled 6G Networks and Applications includes a review of AI techniques for 6G Networks and will focus on deployment of AI techniques to efficiently and effectively optimize the network performance, including AI-empowered mobile edge computing, intelligent mobility and handover management, and smart spectrum management. This book includes the design of a set of evolutionary AI hybrid algorithms with communication protocols, showing how to use them in practice to solve problems relating to vehicular networks, aerial networks, and communication networks. Reviews various types of AI techniques such as AI-empowered mobile edge computing, intelligent handover management, and smart spectrum management Describes how AI techniques manage computation efficiency, algorithm robustness, hardware development, and energy management Identifies and provides solutions to problems in current 4G/5G networks and emergent 6G architectures Discusses privacy and security issues in IoT-enabled 6G Networks Examines the use of machine learning to achieve closed-loop optimization and intelligent wireless communication AI-Enabled 6G Networks and Applications is an essential reference guide to advanced hybrid computational intelligence methods for 6G supportive networks and protocols, suitable for graduate students and researchers in network forensics and optimization, computer science, and engineering.

Plasmonics stems from the surface charge density oscillations at metal–dielectric interface, leading to extremely strong light–matter interactions. In the past few decades, plasmonics has become one of the most favorite fields/techniques in realizing high-performance photonic devices. For this purpose, different new concepts, such as exploration of different radiation frequency regions, two-dimensional materials/heterostructures, and different types of substrates for the excitation of plasmons have been investigated for plasmonics-based sensors and detectors. This book focuses on the recent and advanced works on optical sensors and detectors utilizing plasmonic techniques for opto-electronic applications. The book is unique as it describes both sensors and detectors based on plasmonics and their practical applications in a single book, a feature not found in any book so far.

This book focuses on methods and tools for intelligent data analysis, aimed at narrowing the increasing gap between data gathering and data comprehension, and emphasis will also be given to solving of problems which result from automated data collection, such as analysis of computer-based patient records, data warehousing tools, intelligent alarming, effective and efficient monitoring, and so on. This book aims to describe the different approaches of Intelligent Data Analysis from a practical point of view: solving common life problems with data analysis tools.

Social movements play a vital and increasingly visible role in modern politics. Headline-grabbing demonstrations against authoritarian governments, police brutality, economic inequality, and other grievances suggest that, around the world, social movements are seen as powerful catalysts of change. In democracies as well as autocracies, rich countries as well as poor, citizens turn repeatedly to protest as a way of addressing a range of perceived social ills. This engaging and accessible book by leading social movements scholar Devashree Gupta offers a thorough introduction to the study of social movements in these diverse settings, examining their structures and operations to identify the ways in which political and social contexts shape how movements behave and what impacts they have. Drawing on multiple theoretical approaches and contemporary case studies from far-right nationalist movements to Black Lives Matter, Gupta explores how movements think and act strategically, learning from past interactions with authorities and the experiences of other movements, to find innovative ways to challenge the status quo. Protest Politics Today also engages key questions of why and how people protest, how the political role of protest has changed over time, how new technologies affect protest, and how protest contributes to social and political change. With suggestions for further reading and questions for class discussion throughout, this book will be essential reading for students of social movements and contentious politics across the world.

A practical guide to the design, implementation, evaluation, and deployment of emerging technologies for intelligent IoT applications With the rapid development in artificially intelligent and hybrid technologies, IoT, edge, fog-driven, and pervasive computing techniques are becoming important parts of our daily lives. This book focuses on recent advances, roles, and benefits of these technologies, describing the latest intelligent systems from a practical point of view. Fog, Edge, and Pervasive Computing in Intelligent IoT Driven Applications is also valuable for engineers and professionals trying to solve practical, economic, or technical problems. With a uniquely practical approach spanning multiple fields of interest, contributors cover theory, applications, and design methodologies for intelligent systems. These technologies are rapidly transforming engineering, industry, and agriculture by enabling real-time processing of data via computational, resource-oriented metaheuristics and machine learning algorithms. As edge/fog computing and associated technologies are implemented far and wide, we are now able to solve previously intractable problems. With chapters contributed by experts in the field, this book: Describes Machine Learning frameworks and algorithms for edge, fog, and pervasive computing Considers probabilistic storage systems and proven optimization techniques for intelligent IoT Covers 5G edge network slicing and virtual network systems that utilize new networking capacity Explores resource provisioning and bandwidth allocation for edge, fog, and pervasive mobile applications Presents emerging applications of intelligent IoT, including smart farming, factory automation, marketing automation, medical diagnosis, and more Researchers, graduate students, and practitioners working in the intelligent systems domain will appreciate this book's practical orientation and comprehensive coverage. Intelligent IoT is revolutionizing every industry and field today, and Fog, Edge, and Pervasive Computing in Intelligent IoT Driven Applications provides the background, orientation, and inspiration needed to begin.

Social movements play a vital and increasingly visible role in modern politics. Headline-grabbing demonstrations against authoritarian governments, police brutality, economic inequality, and other grievances suggest that, around the world, social movements are seen as powerful catalysts of change. In democracies as well as autocracies, rich countries as well as poor, citizens turn repeatedly to protest as a way of addressing a range of perceived social ills. This engaging and accessible book by leading social movements scholar Devashree Gupta offers a thorough introduction to the study of social movements in these diverse settings, examining their structures and operations to identify the ways in which political and social contexts shape how movements behave and what impacts they have. Drawing on multiple theoretical approaches and contemporary case studies from far-right nationalist movements to Black Lives Matter, Gupta explores how movements think and act strategically, learning from past interactions with authorities and the experiences of other movements, to find innovative ways to challenge the status quo. Protest Politics Today also engages key questions of why and how people protest, how the political role of protest has changed over time, how new technologies affect protest, and how protest contributes to social and political change. With suggestions for further reading and questions for class discussion throughout, this book will be essential reading for students of social movements and contentious politics across the world.