Artificial Intelligence for 6g
暫譯: 6G的人工智慧

Kim, Haesik

商品描述

This textbook introduces Artificial Intelligence (AI) techniques for wireless communications and networks, helping readers to find solutions for communications and network problems using AI.

Artificial Intelligence for 6G introduces, in a step-by-step manner, AI techniques such as:

  • unsupervised learning;
  • supervised learning;
  • reinforcement learning; and
  • deep learning.

It explains how these techniques can be used for wireless communications and network systems, particularly in designing and optimizing 6G networks.

This book is at the forefront of 6G research, and will be of interest internationally, to graduate students, academics, engineers, and developers who are focused on future development of network systems and mobile communications.

商品描述(中文翻譯)

這本教科書介紹了用於無線通信和網絡的人工智慧(AI)技術,幫助讀者利用AI尋找通信和網絡問題的解決方案。

《人工智慧與6G》以逐步的方式介紹了以下AI技術:

- 無監督學習;
- 監督學習;
- 強化學習;
- 深度學習。

它解釋了這些技術如何應用於無線通信和網絡系統,特別是在設計和優化6G網絡方面。

這本書位於6G研究的最前沿,對於專注於未來網絡系統和移動通信發展的研究生、學者、工程師和開發者來說,具有國際間的興趣。

作者簡介

Dr. Haesik Kim is currently with VTT Technical Research Centre of Finland. He received the Ph.D. degree from Lancaster University, UK. From 2002 to 2006, he was with Samsung Advanced Institute of Technology (SAIT) where he focused on physical layer system design and standardisation in 3G, SDR and UWB project. From 2008 to 2009, he was with NEC UK where he was involved in 4G WiMAX system design and standardisation. He made significant contributions to wireless communication and network area, including the world fastest UWB chipset development, a major contributor to WiMedia standard, dozens of patents holder deriving from his research, journal and conference papers in wireless communication area, etc. He was a vice-chair of 5G-IA steering board. He is a series editor of IEEE Communications Magazine: Design and Implementation of Devices, Circuits and Systems and also an associate technical editor of IEEE Communications Magazine. He served as a conference chair, a session chair and a TPC member of major IEEE journals and conferences. He as a coordinator, project manager and principle investigator has been involved in many EU, ESA, Finnish national projects. His current research interests include PHY and MAC layer system design, advanced coding theory, advanced MIMO, multi-carrier system, resource allocation schemes, machine-type communications, ultra-reliable low latency communications, machine learning, deep learning, etc.

作者簡介(中文翻譯)

哈希克·金博士目前在芬蘭VTT技術研究中心工作。他在英國蘭卡斯特大學獲得博士學位。從2002年到2006年,他在三星先進技術研究院(SAIT)工作,專注於3G、SDR和UWB項目的物理層系統設計和標準化。從2008年到2009年,他在NEC英國工作,參與4G WiMAX系統的設計和標準化。他在無線通信和網絡領域做出了重要貢獻,包括世界上最快的UWB晶片開發、WiMedia標準的主要貢獻者、以及基於其研究的數十項專利、無線通信領域的期刊和會議論文等。他曾擔任5G-IA指導委員會的副主席。他是IEEE Communications Magazine: Design and Implementation of Devices, Circuits and Systems的系列編輯,並且是IEEE Communications Magazine的副技術編輯。他曾擔任主要IEEE期刊和會議的會議主席、會議分會主席和技術程序委員會成員。作為協調員、項目經理和首席研究員,他參與了許多歐盟、歐洲航天局和芬蘭國家項目。他目前的研究興趣包括PHY和MAC層系統設計、高級編碼理論、高級MIMO、多載波系統、資源分配方案、機器類型通信、超可靠低延遲通信、機器學習、深度學習等。