Distributed Artificial Intelligence for 5g/6g Communications: Frameworks with Machine Learning
暫譯: 5G/6G 通訊的分散式人工智慧:結合機器學習的框架
Ioannou, Iacovos, Nagaradjane, Prabagarane, Vassiliou, Vasos
- 出版商: CRC
- 出版日期: 2026-07-20
- 售價: $2,610
- 貴賓價: 9.5 折 $2,479
- 語言: 英文
- 頁數: 238
- 裝訂: Quality Paper - also called trade paper
- ISBN: 1032744367
- ISBN-13: 9781032744360
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相關分類:
Machine Learning
尚未上市,無法訂購
商品描述
The aim of this book is to delineate the challenges faced by new generation mobile networks, such as 5G and forthcoming 6G, and introduce the concept of addressing these challenges through the development of a novel Distributed AI (DAI) framework. The book proposes a distributed AI approach to handle these complexities effectively.
商品描述(中文翻譯)
本書的目的是闡明新一代行動網路所面臨的挑戰,例如 5G 和即將到來的 6G,並介紹通過開發一個新穎的分散式人工智慧 (Distributed AI, DAI) 框架來應對這些挑戰的概念。本書提出了一種分散式人工智慧的方法,以有效處理這些複雜性。
作者簡介
Dr. Iacovos Ioannou is a researcher affiliated with CYENS and the Networks Research Laboratory at the University of Cyprus. His research focuses on emerging fields including mobile and Internet of Things (IoT) network security, 5G and 6G wireless communications, and the incorporation of Distributed Artificial Intelligence (DAI), Artificial Intelligence (AI), and Machine Learning (ML) in device-to-device (D2D) communications. His areas of competence encompass a wide range of activities, including the analysis, development, installation, and maintenance of IT systems and applications.
Dr. Prabagarane Nagaradjane is an Associate Professor with the Department of Electronics and Communication Engineering, SSN Institutions. He received M.Tech and Ph.D. degrees in ECE from Pondicherry Engineering College, Pondicherry (Central) University. Before this, he was with HCL Info Systems for a brief period of two years. His research interests include various aspects of wireless communications, especially concerning signal processing for wireless and broadband communications and AI/ML applications in wireless communications.
Dr. Vasos Vassiliou is an Associate Professor with the Computer Science Department of the University of Cyprus and the co-director of the Networks Research Laboratory (NetRL) at UCY (founded by Prof. A. Pitsillides). He is also the Group Leader of the Smart Networked Systems Research Group of the RISE Center of Excellence on Interactive Media, Smart Systems and Emerging Technologies, situated in Nicosia, Cyprus. Dr. Vassiliou has been appointed by the Senate of the University of Cyprus to the Board of Directors of CYNET, the National Research and Educational Network, where he has served as the Chair since 2016.
Dr. Andreas Pitsillides is Emeritus Professor in the Department of Computer Science, University of Cyprus and Visiting Professor Department of Electrical & Electronic Engineering Science, University of Johannesburg. He was co-director of the Networks Research Laboratory (UCY) and was appointed Visiting Professor at the University of the Witwatersrand (Wits), School of Electrical and Information Engineering. His broad research interests include communication networks, including Programmable Wireless Environments enabled by Software Defined Metamaterials (Reconfigurable Intelligent Surfaces), Nanonetworks (bio and e-m), the Internet- of Things, Smart Systems (e.g. Smart Grid), Smart Spaces (e.g. Home, City), and e-health.
Dr. Christophoros Christophorou is an Assistant Professor in Computing at the School of Sciences of the University of Central Lancashire (UCLan) Cyprus. He is also a Senior Researcher at the Smart Networked Systems Research Group of the CYENS - Center of Excellence. Mr. Christophorou completed his undergraduate and graduate studies at the University of Cyprus (B.Sc. in Computer Science and M.Sc. in Advanced Computer Technologies, 2002 and 2005, respectively). He received his Ph.D., also at the University of Cyprus, in the area of Mobile Networks, in 2011. His main research interests and expertise are mostly concentrated in the Mobile Telecommunications and Networking research fields with major interest in 5G/6G Mobile Cellular Networks area. These include 5G/6G Network architectures and Key Technologies, Edge and far-edge Computing, Distributed Artificial Intelligence (DAI) in Wireless Networks, and Network Resource Management and Optimization.
作者簡介(中文翻譯)
伊亞科沃斯·伊奧安努博士是與賽恩斯(CYENS)及塞浦路斯大學網絡研究實驗室相關的研究人員。他的研究專注於新興領域,包括行動和物聯網(IoT)網絡安全、5G和6G無線通信,以及在設備對設備(D2D)通信中整合分散式人工智慧(DAI)、人工智慧(AI)和機器學習(ML)。他的專業領域涵蓋廣泛的活動,包括IT系統和應用的分析、開發、安裝和維護。
普拉巴卡拉內·納加拉詹博士是SSN機構電子與通信工程系的副教授。他在龐迪榭里工程學院(Pondicherry Engineering College)獲得電子與通信工程(ECE)的碩士和博士學位。在此之前,他曾在HCL資訊系統工作了兩年。其研究興趣包括無線通信的各個方面,特別是針對無線和寬頻通信的信號處理以及AI/ML在無線通信中的應用。
瓦索斯·瓦西利烏博士是塞浦路斯大學計算機科學系的副教授,也是塞浦路斯大學網絡研究實驗室(NetRL)的共同主任(該實驗室由A. Pitsillides教授創立)。他還是位於塞浦路斯尼科西亞的RISE卓越中心智能網絡系統研究小組的組長。瓦西利烏博士被塞浦路斯大學參議院任命為國家研究與教育網絡CYNET的董事會成員,自2016年以來擔任主席。
安德烈亞斯·皮茲西利德斯博士是塞浦路斯大學計算機科學系的名譽教授,並擔任約翰尼斯堡大學電氣與電子工程系的訪問教授。他曾是網絡研究實驗室(UCY)的共同主任,並被任命為威特沃特斯蘭德大學(Wits)電氣與信息工程學院的訪問教授。他的廣泛研究興趣包括通信網絡,包括由軟體定義超材料(可重構智能表面)啟用的可編程無線環境、納米網絡(生物和電子)、物聯網、智能系統(例如智能電網)、智能空間(例如家庭、城市)和電子健康。
克里斯多福·克里斯多福魯博士是中央蘭開夏大學(UCLan)塞浦路斯校區計算機學院的助理教授。他還是賽恩斯(CYENS)卓越中心智能網絡系統研究小組的高級研究員。克里斯多福魯先生在塞浦路斯大學完成了本科和研究生學業(分別於2002年和2005年獲得計算機科學學士和先進計算技術碩士學位)。他於2011年在塞浦路斯大學獲得移動網絡領域的博士學位。他的主要研究興趣和專業主要集中在移動電信和網絡研究領域,特別關注5G/6G移動蜂窩網絡,包括5G/6G網絡架構和關鍵技術、邊緣計算和遠端邊緣計算、無線網絡中的分散式人工智慧(DAI),以及網絡資源管理和優化。