The Intersection of 6G, AI/Machine Learning, and Embedded Systems: Pioneering Intelligent Wireless Technologies
暫譯: 6G、AI/機器學習與嵌入式系統的交匯：開創智能無線技術
Sharma, Shruti, Sharma, Ashutosh, Van Chien, Trinh
- 出版商: CRC
- 出版日期: 2025-03-23
- 售價: $5,550
- 貴賓價: 9.5 折 $5,273
- 語言: 英文
- 頁數: 426
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 1032851961
- ISBN-13: 9781032851969
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相關分類:
嵌入式系統、Machine Learning
海外代購書籍(需單獨結帳)
相關主題
商品描述
This comprehensive guide to the emerging areas and synergistic relationships among the domains of 6G, machine learning, and embedded systems offers readers a detailed analysis of their converging paths and contributions to the development of intelligent wireless systems. Readers will gain a solid understanding of the principles and technologies behind 6G, machine learning, and embedded systems. They will learn how these three areas intertwine and why this intersection is pivotal for the next generation of wireless technologies.
The contributors to this volume present a thorough and detailed analysis of this technology, highlighting its promising features, underlying technologies, and potential applications. The book first explores various applications of machine learning algorithms in areas such as network optimization, resource allocation, interference management, and intelligent data processing and analysis. Design considerations and challenges are presented, and case studies of innovative applications, such as smart cities, autonomous vehicles, healthcare, and industrial automation, are examined. The book concludes with a discussion of future trends and opportunities in this rapidly evolving field. Readers will benefit from the theoretical foundations and practical insights presented within and will be prepared to address future challenges and opportunities in these three fields.
This book is a valuable resource for academic researchers and industry professionals working in the fields of wireless communication, machine learning, embedded systems, and artificial intelligence.
商品描述(中文翻譯)
這本全面的指南探討了6G、機器學習和嵌入式系統之間的新興領域及其協同關係，為讀者提供了這些領域交匯路徑及其對智能無線系統發展的貢獻的詳細分析。讀者將深入了解6G、機器學習和嵌入式系統背後的原則和技術。他們將學習這三個領域如何交織在一起，以及為什麼這一交集對下一代無線技術至關重要。
本書的貢獻者對這項技術進行了徹底而詳細的分析，突顯其有前景的特徵、基礎技術和潛在應用。書中首先探討了機器學習算法在網絡優化、資源分配、干擾管理和智能數據處理與分析等領域的各種應用。設計考量和挑戰也被提出，並檢視了智能城市、自動駕駛車輛、醫療保健和工業自動化等創新應用的案例研究。書的最後討論了這一快速發展領域的未來趨勢和機會。讀者將從中獲得理論基礎和實踐見解，並為應對這三個領域的未來挑戰和機會做好準備。
這本書是無線通信、機器學習、嵌入式系統和人工智慧領域的學術研究者和行業專業人士的重要資源。
作者簡介
Shruti Sharma is a Research Scientist at Ajou University, working on AI/machine learning and 5G/6G wireless communication systems. She earned a PhD in Electrical and Computer Engineering at Ajou University, Korea. She holds a master's degree in Electronics from Pt. Ravishankar Shukla University, India, and a Postgraduate Diploma in Computer Applications from Guru Ghasidas Vishwavidyalaya, India, along with a Diploma in Embedded Systems and Design from CDAC, Kolkata, India. Additionally, she has taught undergraduate and postgraduate science students for a couple of years at CMD P.G. Science College, Bilaspur, Chhattisgarh, India.
Ashutosh Sharma is an Associate Professor at the Department of Physics, Amity Institute of Applied Sciences in Amity University Jharkhand, Ranchi, India. Previously, he served as an Assistant Professor at Ajou University, South Korea. He has more than 11 years of research and teaching experience. He earned a PhD degree at IIT Kharagpur, India. His research focuses on electrochemical deposition, lead-free soldering, AI in microelectronic packaging, additive manufacturing, high-entropy alloys, and biomaterials. He has been recognized by the TMS Society, USA and has been ranked in the top 2% of scientists globally by Stanford University for the past three consecutive years.
Trinh Van Chien earned a BS in Electronics and Telecommunications in 2012 at the Hanoi University of Science and Technology (HUST), Vietnam. In 2014, he earned an MS in Electrical and Computer Engineering at Sungkyunkwan University, Korea, and in 2020, he earned a PhD in Communication Systems at Linkoping University, Sweden. He is with the School of Information and Communication Technology at the Hanoi University of Science and Technology, Vietnam.
作者簡介(中文翻譯)
Shruti Sharma 是韓國亞州大學的研究科學家，專注於人工智慧/機器學習及 5G/6G 無線通信系統。她在韓國亞州大學獲得電機與計算機工程博士學位。她擁有印度 Pt. Ravishankar Shukla 大學的電子學碩士學位，以及印度 Guru Ghasidas Vishwavidyalaya 的計算機應用研究生文憑，並持有印度 Kolkata 的 CDAC 獲得的嵌入式系統與設計文憑。此外，她在印度 Chhattisgarh 的 CMD P.G. 科學學院教授本科及研究生科學課程已有幾年經驗。
Ashutosh Sharma 是印度 Ranchi 的 Amity 大學應用科學學院物理系的副教授。之前，他曾在韓國亞州大學擔任助理教授。他擁有超過 11 年的研究和教學經驗。他在印度 IIT Kharagpur 獲得博士學位。他的研究重點包括電化學沉積、無鉛焊接、微電子封裝中的人工智慧、增材製造、高熵合金和生物材料。他曾獲得美國 TMS 協會的認可，並在過去三年中被史丹佛大學評選為全球前 2% 的科學家。
Trinh Van Chien 於 2012 年在越南河內科技大學 (HUST) 獲得電子與電信學士學位。2014 年，他在韓國成均館大學獲得電機與計算機工程碩士學位，並於 2020 年在瑞典 Linkoping 大學獲得通信系統博士學位。他目前在越南河內科技大學的信息與通信技術學院任職。
