Self-Evolving Digital Twin Over Wireless Networks : Dynamic Twin Construction and Service Interaction / by Changyan Yi, Ruoyang Chen, Jiayuan Chen, Xiaolong Li, Jun Cai.

Format:

Book

Author/Creator:

Yi, Changyan.

Series:

Wireless Networks, 2366-1445

Language:

English

Subjects (All):

Computer networks.

Wireless communication systems.

Mobile communication systems.

Computer Communication Networks.

Wireless and Mobile Communication.

Local Subjects:

Computer Communication Networks.

Wireless and Mobile Communication.

Physical Description:

1 online resource (272 pages)

Edition:

1st ed. 2026.

Place of Publication:

Cham : Springer Nature Switzerland : Imprint: Springer, 2026.

Summary:

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.

Contents:

Introduction to Digital Twin over Wireless Networks.

Key Issues and Enabling Technologies for DT over Wireless Networks.

Federated Digital Twin Construction under Dynamic Evolution.

Quality-of-Experience Driven Digital Twin Service Interaction with Uncertain Evolution.

Implementation of Digital Twin in Vehicular Network Applications.

Conclusions and Future Research Directions.

Notes:

Description based on publisher supplied metadata and other sources.

ISBN:

3-032-08120-3

9783032081209

OCLC:

1572205672