Yao Sun - Böcker

Federated Learning for Future Intelligent Wireless Networks Explore the concepts, algorithms, and applications underlying federated learning In Federated Learning for Future Intelligent Wireless Networks, a team of distinguished researchers deliver a robust and insightful collection of resources covering the foundational concepts and algorithms powering federated learning, as well as explanations of how they can be used in wireless communication systems. The editors have included works that examine how communication resource provision affects federated learning performance, accuracy, convergence, scalability, and security and privacy. Readers will explore a wide range of topics that show how federated learning algorithms, concepts, and design and optimization issues apply to wireless communications. Readers will also find: A thorough introduction to the fundamental concepts and algorithms of federated learning, including horizontal, vertical, and hybrid FLComprehensive explorations of wireless communication network design and optimization for federated learningPractical discussions of novel federated learning algorithms and frameworks for future wireless networksExpansive case studies in edge intelligence, autonomous driving, IoT, MEC, blockchain, and content caching and distributionPerfect for electrical and computer science engineers, researchers, professors, and postgraduate students with an interest in machine learning, Federated Learning for Future Intelligent Wireless Networks will also benefit regulators and institutional actors responsible for overseeing and making policy in the area of artificial intelligence.

Understand the cutting-edge technology of semantic communications and its growing applications Semantic communications constitute a revolution in wireless technology, combining semantic theory with wireless communication. In a semantic communication, essential information is encoded at the source, drastically reducing the required data usage, and then decoded at the destination in such a way that all key information is recovered, even if transmission is damaged or incomplete. Enhancing the correspondence between background knowledge at source and destination can drive the data usage requirement even lower, producing ultra-efficient information exchanges with ultra-low semantic ambiguity. Wireless Semantic Communications offers a comprehensive overview of this groundbreaking field, its development, and its future application. Beginning with an introduction to semantic communications and its foundational principles, the book then proceeds to cover transceiver design and methods, before discussing use cases and future developments. The result is an indispensable resource for understanding the future of wireless communication. Readers will also find: Analysis of transceiver optimization methods and resource management for semantic communicationDetailed discussion of topics including semantic encoding and decoding, Shannon information theory, and many moreA team of editors with decades of combined experience in the study of wireless communicationsWireless Semantic Communications is ideal for electrical and computing engineers and researchers, as well as industry professionals working in wireless communications.

??Series-Parallel Converter-Based Microgrids: System-Level Control and Stability is the first book to provide a comprehensive and in-depth introduction to the rapid development of series-parallel converter applications in the microgrid system.

??Series-Parallel Converter-Based Microgrids: System-Level Control and Stability is the first book to provide a comprehensive and in-depth introduction to the rapid development of series-parallel converter applications in the microgrid system.

It is the first book to offer a comprehensive look into the methodologies and philosophies behind system modeling, coordinated control, and protection for developing reliable, robust, and efficient operation of modular uninterruptible power supply systems.

It is the first book to offer a comprehensive look into the methodologies and philosophies behind system modeling, coordinated control, and protection for developing reliable, robust, and efficient operation of modular uninterruptible power supply systems.

Comprehensive reference on state-of-the-art aerospace materials, reviewing the latest developments in the field and providing guidance on machining challenges Grinding of Single-Crystal Superalloys provides a comprehensive understanding of grinding technology for single-crystal nickel-based superalloys. It explores and analyzes grinding mechanisms and characteristics using both theoretical and simulation approaches. Grinding behavior in conventional and micro grinding processes are evaluated and compared. The book assesses the surface integrity of single-crystal nickel-based superalloys under different grinding conditions. Simulation and theoretical models for predicting temperature and residual stresses in profile grinding, facilitating optimization, and control are summarized and validated. Grinding of Single-Crystal Superalloys discusses sample topics including: Friction coefficient, wear volume, and wear rate during frettingInfluence of material anisotropy and different crystal orientationsResidual stress fields in grinding of single-crystal turbine blade rootsYield and failure criterionAnalysis of formation mechanisms in nanostructuresGrinding of Single-Crystal Superalloys is an essential reference for industry professionals and researchers seeking to understand the machining theory and practice of this important type of material, especially in the field of aerospace components manufacturing.

This book presents one of the two collections of papers from the 12th International Conference on Tourism and Hospitality (ICT 2023), hosted by Jinan University, China, from November 3 to 5, 2023. Delving into the subject with a blend of scholarly rigor and practical insight, it provides a fresh outlook on how digital intelligence is reshaping the tourism landscape. Through the lens of interdisciplinary exploration, this book showcases pioneering strategies and real-world case studies, bridging the gap between demand and supply, and illuminating the path toward a more interconnected and intelligent future for the tourism sector. Its contents introduce emerging topics such as virtual reality tourism, cyber pilgrimage, smart tourism city construction, and large language models, tailored to cater to the needs of researchers, practitioners, and students alike.