Key Technologies for On-Demand 6g Network Services
Liao, Jianxin, He, Bo, Wang, Jing
- 出版商: Springer
- 出版日期: 2024-09-26
- 售價: $7,780
- 貴賓價: 9.5 折 $7,391
- 語言: 英文
- 頁數: 240
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 3031706056
- ISBN-13: 9783031706059
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相關主題
商品描述
This book delves into the confluence of AI and the transformative potential it holds for the future of 6G network services. It uncovers how the integration of AI technologies as well as redefines the landscape of network management and control. This book also offers a new paradigm for delivering on-demand services that are immersive, personalized and of ultimate performance. A detailed exploration of AI-driven network management systems is presenting in this book, discussing the development of knowledge-defined networking, the construction of all-scenario on-demand service systems and the critical role of network management and control in achieving 6G's vision.
This book begins by examining the historical evolution of communication networks and the pivotal shift towards technology-driven demands in the 6G era. It outlines the book's coverage of the foundational theories, wireless technologies as well as network architectures that will underpin the next generation of mobile services. Further, this book provides a comprehensive analysis of the key technologies required to support 6G on-demand services, such as trusted and autonomous access control, intelligent resource allocation and service capability coordination. It discusses the challenges and opportunities in developing a network that is not only high-performing but also adaptable to a wide range of applications, from personal use to industrial and agricultural production, and public services.
This book targets advanced-level students and researchers working in this field serving as both a technical guide and a visionary outlook on the role of AI in shaping 6G networks. It also offers insights into the research, development, and potential applications of AI in network services, making it an invaluable resource for professionals, who understand or contribute to the advancement of 6G technologies.
商品描述(中文翻譯)
本書深入探討人工智慧(AI)與其對未來6G網路服務所具備的變革潛力的交匯點。它揭示了AI技術的整合如何重新定義網路管理與控制的格局。本書還提供了一種新的範式,以提供沉浸式、個性化且具最佳性能的按需服務。本書詳細探討了AI驅動的網路管理系統,討論了知識定義網路的發展、全場景按需服務系統的建構,以及在實現6G願景中網路管理與控制的關鍵角色。
本書首先檢視了通信網路的歷史演變以及在6G時代向技術驅動需求的關鍵轉變。它概述了本書涵蓋的基礎理論、無線技術以及將支撐下一代行動服務的網路架構。此外,本書提供了對支持6G按需服務所需的關鍵技術的全面分析,例如可信且自主的存取控制、智能資源分配和服務能力協調。它討論了在開發一個不僅高效能且能適應各種應用的網路所面臨的挑戰與機遇,這些應用範圍從個人使用到工業和農業生產,以及公共服務。
本書的目標讀者為在此領域工作的高級學生和研究人員,既是技術指南,也是對AI在塑造6G網路中角色的前瞻性展望。它還提供了有關AI在網路服務中的研究、開發及潛在應用的見解,對於理解或貢獻於6G技術進步的專業人士而言,這是一本不可或缺的資源。
作者簡介
- Jianxin Liao obtained his PhD degree at the University of Electronics Science and Technology of China in 1996. He is currently the dean of the Network Intelligence Research Center and the full professor of the State Key Laboratory of Networking and Switching Technology at the Beijing University of Posts and Telecommunications. He has published hundreds of research papers and several books. He has won a number of prizes in China for his research achievements, which include the Premier's Award of Distinguished Young Scientists from the National Natural Science Foundation of China in 2005, and the Specially-invited Professor of the "Yangtse River Scholar Award Program" by the Ministry of Education in 2009. His main research interests include cloud computing, mobile intelligent network, service network intelligence, networking architectures and protocols, and multimedia communication.
- Bo He obtained his PhD degree from Beijing University of Posts and Telecommunications, China, in 2023. He is currently a postdoctoral researcher of the State Key Laboratory of Networking and Switching Technology at the Beijing University of Posts and Telecommunications. From 2021 to 2022, He was a visiting PhD student at the University of Waterloo, Canada. His research interests include 5G/6G networks, multipath networks, collective communication, transmission control, and deep reinforcement learning.
- Jing Wang received the Ph.D. degree from the Beijing University of Posts and Telecommunications, Beijing, China, in 2009. She is currently an Associate Professor with the Beijing University of Posts and Telecommunications. Her research interests include consumer electronic, network intelligence, mobile internet, and ubiquitous services.
- Jingyu Wang received his Ph.D. degree from the Beijing University of Posts and Telecommunications, Beijing, China, in 2008. He is currently a Professor with the State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications. He is senior member of IEEE/CIC and selected for Beijing Young Talents Program. He has published more than 200 papers in such as the JSAC, ToN, NSDI, NeurIPS, CVPR, ACL and so on. His research interests include broad aspects of Intelligent Networks, Edge/Cloud Computing, Machine Learning, AIOps and Self-Driving Network, IoV/IoT, Knowledge-Defined Network and Intent-Driven Networking.
- Qi Qi obtained her PhD degree from Beijing University of Posts and Telecommunications in 2010. Now, she is a professor at the State Key Laboratory of Networking and Switching Technology at the Beijing University of Posts and Telecommunications. She has published more than 30 papers in international journals or conferences, and obtained two National Natural Science Foundations of China. Her research interests include edge intelligence, the Internet of Things, multimedia services, deep reinforcement learning, and distributed machine learning.
作者簡介(中文翻譯)
1. 廖建新於1996年在中國電子科技大學獲得博士學位。目前他是北京郵電大學網絡智能研究中心的院長,以及國家網絡與交換技術實驗室的全職教授。他已發表數百篇研究論文和幾本書籍。因其研究成就,他在中國獲得了多項獎項,包括2005年中國國家自然科學基金會的傑出青年科學家總理獎,以及2009年教育部的「長江學者獎計畫」特聘教授。他的主要研究興趣包括雲計算、移動智能網絡、服務網絡智能、網絡架構與協議,以及多媒體通信。
2. 何博於2023年在中國北京郵電大學獲得博士學位。目前他是北京郵電大學國家網絡與交換技術實驗室的博士後研究員。從2021年到2022年,他曾在加拿大滑鐵盧大學擔任訪問博士生。他的研究興趣包括5G/6G網絡、多路徑網絡、集體通信、傳輸控制和深度強化學習。
3. 王晶於2009年在中國北京郵電大學獲得博士學位。目前她是北京郵電大學的副教授。她的研究興趣包括消費電子、網絡智能、移動互聯網和無處不在的服務。
4. 王晶宇於2008年在中國北京郵電大學獲得博士學位。目前他是北京郵電大學國家網絡與交換技術實驗室的教授。他是IEEE/CIC的資深會員,並入選北京青年人才計畫。他已在JSAC、ToN、NSDI、NeurIPS、CVPR、ACL等期刊和會議上發表了200多篇論文。他的研究興趣涵蓋智能網絡、邊緣/雲計算、機器學習、AIOps和自駕網絡、物聯網/物聯網、知識定義網絡和意圖驅動網絡的廣泛領域。
5. 齊琪於2010年在北京郵電大學獲得博士學位。目前她是北京郵電大學國家網絡與交換技術實驗室的教授。她已在國際期刊或會議上發表了30多篇論文,並獲得了兩項中國國家自然科學基金。她的研究興趣包括邊緣智能、物聯網、多媒體服務、深度強化學習和分散式機器學習。