Yi / Chen

Self-Evolving Digital Twin over Wireless Networks

Dynamic Twin Construction and Service Interaction

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Fachbuch

Buch. Hardcover

2025

xvi, 192 S. 43 Farbabbildungen.

Springer. ISBN 978-3-032-08119-3

Format (B x L): 15,5 x 23,5 cm

Das Werk ist Teil der Reihe: Wireless Networks

Produktbeschreibung

This book focuses on the integration of self-evolving Digital Twins (DTs) with wireless networks, exploring critical methodologies for dynamic twin construction and real-time service interaction. It addresses challenges posed by wireless environments, which are paramount for maintaining high-fidelity virtual replicas of physical systems. The content provides a comprehensive outline for building and managing DTs that can continuously adapt over wireless networks.

The authors dedicated this book to innovative solutions for optimizing resource allocation and intelligent decision-making. It includes game-theoretic online optimization for federated DT construction and generative artificial intelligence-aided framework for quality-of-experience driven DT service interaction. Furthermore, it shows the practical implementation of these technologies through detailed applications in intelligent vehicular networks.

This book is appropriate for advanced-level students in computer science and electrical engineering, who are studying wireless communications, distributed systems, Internet of Things, and cyber-physical systems. Researchers and industry practitioners seeking to leverage DTs for innovation in smart manufacturing, intelligent transportation, and smart cities will find this book invaluable as well.

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