Digital Twin: Architectures, Networks, and Applications

Zhang, Yan

  • 出版商: Springer
  • 出版日期: 2024-02-09
  • 售價: $1,710
  • 貴賓價: 9.5$1,625
  • 語言: 英文
  • 頁數: 126
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 3031518187
  • ISBN-13: 9783031518188
  • 海外代購書籍(需單獨結帳)

相關主題

商品描述

This open access book offers comprehensive, self-contained knowledge on Digital Twin (DT), which is a very promising technology for achieving digital intelligence in the next-generation wireless communications and computing networks. DT is a key technology to connect physical systems and digital spaces in Metaverse.

The objectives of this book are to provide the basic concepts of DT, to explore the promising applications of DT integrated with emerging technologies, and to give insights into the possible future directions of DT. For easy understanding, this book also presents several use cases for DT models and applications in different scenarios.

The book starts with the basic concepts, models, and network architectures of DT. Then, we present the new opportunities when DT meets edge computing, Blockchain and Artificial Intelligence, and

distributed machine learning (e.g., federated learning, multi-agent deep reinforcement learning). We also present a wide application of DT as an enabling technology for 6G networks, Aerial-Ground Networks, and Unmanned Aerial Vehicles (UAVs).

The book allows an easy cross-reference owing to the broad coverage on both the principle and applications of DT. The book is written for people interested in communications and computer networks at all levels. The primary audience includes senior undergraduates, postgraduates, educators, scientists, researchers, developers, engineers, innovators and research strategists.


商品描述(中文翻譯)

這本開放存取的書籍提供了有關數位雙胞胎(Digital Twin, DT)的全面且獨立的知識,這是一項非常有前景的技術,能在下一代無線通信和計算網絡中實現數位智能。DT 是連接物理系統和數位空間於元宇宙中的關鍵技術。

本書的目標是提供 DT 的基本概念,探索 DT 與新興技術整合的有前景應用,並對 DT 可能的未來方向提供見解。為了便於理解,本書還展示了幾個 DT 模型和應用在不同場景中的使用案例。

本書從 DT 的基本概念、模型和網絡架構開始。接著,我們介紹 DT 與邊緣計算、區塊鏈和人工智慧相遇時的新機會,以及分散式機器學習(例如,聯邦學習、多代理深度強化學習)。我們還展示了 DT 作為 6G 網絡、空中-地面網絡和無人機(UAV)啟用技術的廣泛應用。

本書因涵蓋 DT 的原理和應用而便於交叉參考。書籍的讀者對象包括所有層級對通信和計算機網絡感興趣的人士。主要讀者包括高年級本科生、研究生、教育工作者、科學家、研究人員、開發者、工程師、創新者和研究策略家。

作者簡介

Yan Zhang is currently Full Professor with the Department of Informatics, University of Oslo, Norway. He received the Ph.D. degree from the School of Electrical and Electronics Engineering, Nanyang Technological University, Singapore. He received M.S. and B.S from Beihang University and Nanjing University of Post and Telecommunications, respectively. His research interests include next-generation wireless networks leading to 5G beyond/6G, green and secure cyber-physical systems (e.g., smart grid and transport). Since 2018, Prof. Zhang was a recipient of the global Clarivate "Highly Cited Researcher" Award (Web of Science top 1% most cited worldwide).
He is Fellow of IEEE, Fellow of IET, elected member of Academia Europaea (MAE), elected member of the Royal Norwegian Society of Sciences and Letters (DKNVS), and elected member of Norwegian Academy of Technological Sciences (NTVA).


作者簡介(中文翻譯)

Yan Zhang 目前是挪威奧斯陸大學資訊學系的全職教授。他在新加坡南洋理工大學電機與電子工程學院獲得博士學位,並分別在北京航空航天大學和南京郵電大學獲得碩士和學士學位。他的研究興趣包括通往 5G 及其後續的第六代無線網路、綠色和安全的網路物理系統(例如智慧電網和交通運輸)。自 2018 年以來,Zhang 教授獲得了全球 Clarivate 的「高被引研究者」獎(Web of Science 全球前 1% 被引用最多的研究者)。

他是 IEEE 會士、IET 會士、歐洲學院(Academia Europaea)當選會員、挪威科學與文學皇家學會(DKNVS)當選會員,以及挪威科技學院(NTVA)當選會員。