Artificial Intelligence Empowered Next-Generation Wireless Communication Networks
暫譯: AI 驅動的新一代無線通訊網路
Bala, Indu, Singh, Ghanshyam
- 出版商: Springer
- 出版日期: 2026-10-15
- 售價: $5,320
- 貴賓價: 9.5 折 $5,054
- 語言: 英文
- 頁數: 337
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 3032198828
- ISBN-13: 9783032198822
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相關分類:
5G、Wireless-networks、Machine Learning
海外代購書籍(需單獨結帳)
相關主題
商品描述
This book explores the transformative impact of Artificial Intelligence on the future of wireless networks with its emerging use cases. The authors cover topics from AI-powered signal processing and autonomous network management to intelligent resource allocation, 5G/6G integration, and security, and provide a comprehensive roadmap for researchers, engineers, and technologists. Through a structured and forward-looking approach, this book highlights how AI is redefining wireless communication to be more adaptive, efficient, and intelligent for smarter IoT systems, autonomous vehicles, and resilient digital infrastructures. Structured into six thematically coherent sections, the book covers foundational AI concepts for wireless systems, intelligent architectural design, applications in next-generation technologies, optimization strategies, privacy and ethical concerns, as well as emerging use cases including IoT, vehicular networks, and digital twins. Each chapter is thoughtfully curated to provide both foundational knowledge and insight into current research and real-world implementations, ensuring relevance for academics, practitioners, and industry stakeholders alike.
- Describes how AI, 5G/6G, IoT, and non-terrestrial networks are transforming wireless communication systems;
- Covers critical issues like security, privacy preservation, and ethical AI deployment;
- Provides practical insights through real applications and case studies.
商品描述(中文翻譯)
本書探討 Artificial Intelligence(AI)及其新興應用案例,對無線網路未來所帶來的變革性影響。作者涵蓋從 AI 驅動的訊號處理、自主網路管理,到智慧資源配置、5G/6G 整合與安全性等主題,為研究人員、工程師與技術專業人士提供完整的發展藍圖。透過有系統且具前瞻性的分析,本書凸顯 AI 如何重新定義無線通訊,使其更加具備適應性、效率與智慧,進而支援更智慧的 IoT 系統、自動駕駛車輛,以及具韌性的數位基礎架構。
全書分為六個主題一致的部分,內容涵蓋無線系統的 AI 基礎概念、智慧化架構設計、次世代技術中的應用、最佳化策略、隱私與倫理議題,以及包括 IoT、車載網路與數位分身在內的新興應用案例。每一章皆經過精心編排,不僅提供基礎知識,也深入介紹目前的研究成果與實際應用,確保本書對學術界、實務工作者與產業利害關係人都具備高度參考價值。
• 說明 AI、5G/6G、IoT 與非地面網路(non-terrestrial networks)如何改變無線通訊系統;
• 涵蓋安全性、隱私保護與 AI 部署倫理等關鍵議題;
• 透過實際應用與案例研究,提供實務洞見。
作者簡介
Indu Bala is a Professor in the School of Electrical and Electronics Engineering (SEEE) at Lovely Professional University, Phagwara, Punjab, India. She has completed her B. Tech and MTech from Punjab Technical University, Jalandhar, Punjab, and Ph.D. from Punjabi University, Patiala, India in 2003, 2008, and 2018, respectively. She has published more than 70 papers in various national/international conferences and international journals including wireless networks (Springer), Wireless personal Communication (Springer), International Journal of Communication Systems (Wiley), etc. She has contributed more than 25 book chapters in various books from renowned publishers like Springer, Wiley, Elsevier, IET, IGI Global, CRC press, etc. She has edited three books with renowned International publication houses and also served as a guest editor for a special thematic issue on Advancements and Trends in Green Computing and Communication from Bentham Science Publishers. She has served as a reviewer for several international journals including Telecommunication Systems, IEEE Transactions on Vehicular Technology, Wireless Personal Communication, Wireless Networks, etc. Her research interest includes Cognitive Radio networks, Internet of Things (IoTs), energy harvesting, resource management for next-generation communication networks,
optical communication, etc. In past, she worked as an assistant professor at Punjab Engineering College, Sector 12, Chandigarh, and an Associate Professor at Chandigarh Group of Colleges, Mohali and Maharishi Markaneshwar University, Ambala, Haryana.
Ghanshyam Singh received Ph.D. degree in Electronics Engineering from the Indian Institute of Technology, Banaras Hindu University, Varanasi, India, in 2000. Currently, he is working as a full Professor and Director with the Centre for Smart Information and Communication Systems, Department of Electrical and Electronic Engineering Sciences, Auckland Park Kingsway Campus, University of Johannesburg, South Africa. He was associated with Central Electronics Engineering Research Institute, Pilani, and Institute for Plasma Research, Gandhinagar, India, respectively, where he was Research Scientist. He had also worked as an Assistant Professor at Electronics and Communication Engineering Department, Nirma University of Science and Technology, Ahmedabad, India. He was a Visiting Researcher at the Seoul National University, Seoul, South Korea. He also worked as Professor with the Department of Electronics and Communication Engineering, Jaypee University of Information Technology, Wakanaghat, Solan, India. He has more than 23 years teaching and research experience. His research and teaching interests include Millimeter/THz Wave Technologies and its Applications in Communication and Imaging, Next-Generation Communication Systems (5G/6G)/Cognitive Radio/NOMA, Resource Allocation and Management, Interference Management, Applications of 5G/6G in Sustainable Smart City, Industry 4.0/5.0, Healthcare 4.0, Intelligent Transport System, Energy Management (IoE) and Digital Farming. He is an author/co-author of more than 370 scientific papers of the peer reviewed Journal and International Conferences and 10 published by Springer, Wiley and CRC Press. He has supervised many Ph.D. and M.Tech. theses. He has worked as editor/associate editor and reviewer for several reputed Journals and Conferences.
作者簡介(中文翻譯)
Indu Bala 是印度旁遮普邦 Phagwara 的 Lovely Professional University 電機與電子工程學院(School of Electrical and Electronics Engineering, SEEE)教授。她分別於 2003 年、2008 年及 2018 年取得位於旁遮普邦 Jalandhar 的 Punjab Technical University 之 B.Tech 與 M.Tech 學位,以及位於印度 Patiala 的 Punjabi University 博士學位。她已在多個國內外研討會及國際期刊發表超過 70 篇論文,包括 Wireless Networks(Springer)、Wireless Personal Communication(Springer)、International Journal of Communication Systems(Wiley)等。她也為知名出版社 Springer、Wiley、Elsevier、IET、IGI Global、CRC Press 等出版的多本書籍撰寫超過 25 篇書籍章節。她與知名國際出版社合作編輯了三本書,並曾擔任 Bentham Science Publishers「Advancements and Trends in Green Computing and Communication」特別主題專刊的客座編輯。她曾擔任多本國際期刊的審稿人,包括 Telecommunication Systems、IEEE Transactions on Vehicular Technology、Wireless Personal Communication、Wireless Networks 等。她的研究興趣包括認知無線電網路(Cognitive Radio Networks)、物聯網(Internet of Things, IoT)、能量擷取(energy harvesting)、次世代通訊網路的資源管理、光通訊等。
過去,她曾任職於 Chandigarh Sector 12 的 Punjab Engineering College,擔任助理教授;也曾在 Mohali 的 Chandigarh Group of Colleges 及 Haryana Ambala 的 Maharishi Markaneshwar University 擔任副教授。
Ghanshyam Singh 於 2000 年取得印度 Varanasi 的 Indian Institute of Technology, Banaras Hindu University 電子工程博士學位。目前,他任職於南非 University of Johannesburg Auckland Park Kingsway Campus 電機與電子工程科學系(Department of Electrical and Electronic Engineering Sciences),擔任智慧資訊與通訊系統中心(Centre for Smart Information and Communication Systems)主任及正教授。他曾先後任職於印度 Pilani 的 Central Electronics Engineering Research Institute,以及 Gandhinagar 的 Institute for Plasma Research,擔任研究科學家。他也曾在印度 Ahmedabad 的 Nirma University of Science and Technology 電子與通訊工程系擔任助理教授。此外,他曾擔任韓國首爾 Seoul National University 的訪問研究員。他也曾任教於印度 Solan Wakanaghat 的 Jaypee University of Information Technology 電子與通訊工程系,擔任教授。
他擁有超過 23 年的教學與研究經驗。其研究與教學興趣包括毫米波/太赫茲(Millimeter/THz)波技術及其在通訊與成像領域的應用、次世代通訊系統(5G/6G)、認知無線電(Cognitive Radio)、非正交多重存取(NOMA)、資源配置與管理、干擾管理、5G/6G 在永續智慧城市中的應用、Industry 4.0/5.0、Healthcare 4.0、智慧運輸系統(Intelligent Transport System)、能源管理(IoE)及數位農業。他是超過 370 篇經同儕審查之期刊論文與國際會議論文,以及 10 本由 Springer、Wiley 和 CRC Press 出版之著作的作者/共同作者。他曾指導多篇 Ph.D. 與 M.Tech. 論文,並曾擔任多本知名期刊與多場學術會議的編輯、副編輯及審稿人。