Intelligent Communication Networks: Research and Applications
暫譯: 智慧通信網路：研究與應用

隨著大數據的興起，傳統的通信網絡在有效處理、傳輸和接收複雜且大量的數據和信息方面常常受到限制。本書討論了計算智能技術在處理智能通信網絡中的演變。

- 提供機器學習和計算智能算法的詳細理論基礎
- 突出基於機器學習的通信網絡最前沿解決方案
- 在每一章中提供視頻演示和程式碼片段，以便於理解概念
- 討論包括資源分配、頻譜管理、信道估計和無線網絡的物理層等應用
- 演示機器學習技術在光學網絡中的應用

本書主要針對電機工程、電子與通信工程以及計算機工程領域的高年級本科生、研究生和學術研究人員。

Rajarshi Mahapatra earned a PhD in electronics and electrical communication engineering from the Indian Institute of Technology Kharagpur, Kharagpur, India, and a postdoctoral degree from the CEA-LETI, Grenoble, France. In his postdoctoral research, he was engaged in FP7 Call4 BeFEMTO and Greentouch projects. He is an Associate Professor with the Department of Electronics and Communication Engineering, Dr. SPM IIIT Naya Raipur. He also served as Dean (Academics) of IIITNR. He previously worked for Collins Aerospace, Hyderabad, on software-defined radio and electronic warfare. Dr. Mahapatra has worked extensively in the domain of physical layer design and analysis of a wireless communication system. He worked in the fields of cognitive radio, 5G & 6G communication, heterogeneous wireless communication, molecular communication, and energy-efficient communication. His team designed and developed software-defined radio and direction-finding systems for EW applications in Collins Aerospace. He has approximately 18 years of teaching, research, and industry experience. He has guided PhD scholars in the area of wireless communication and published several research papers in various refereed journals and IEEE journals. He is a regular reviewer of premier IEEE Transactions and other peer-reviewed journals and IEEE conferences. He has organized many workshops on 5G and also developed several high-value research labs, including the 5G test bed. He has successfully completed and undertaken high-value sponsored projects in the field of communication systems. He was awarded a National scholarship, an MHRD scholarship for research, and an EU-FP7 fellowship for a European project. He is a senior member of IEEE and a member of the Communication Society. His research interests include 5G and beyond communication, machine learning for communication, molecular communication, intelligent reflecting surfaces, and optical access networks.

Dr. Avishek Nag is an Assistant Professor in the School of Computer Science at University College Dublin in Ireland. Dr. Nag earned the BE (Honours) degree from Jadavpur University, Kolkata, India, in 2005; the MTech degree from the Indian Institute of Technology, Kharagpur, India, in 2007; and a PhD from the University of California, Davis, in 2012. He worked as a research associate at the CONNECT center for future networks and communication at Trinity College Dublin before joining University College Dublin. Dr. Nag received the Best Paper Award at the 2nd IEEE Advanced Networks and Telecommunication Symposium in 2008 and has published over 35 publications, including journals, conference proceedings, and book chapters with over 950 citations. His research interests include but are not limited to Cross-layer optimization in Wired and Wireless Networks, Network Reliability, Mathematics of Networks (Optimization, Graph Theory), Network Virtualization, Software-Defined Networks, Machine Learning, Data Analytics, Blockchain, and the Internet of Things. Dr. Nag is a senior member of the Institute of Electronics and electrical engineers (IEEE) and also the outreach lead for Ireland for the IEEE UK and Ireland Blockchain Group.

Dr. Siddhartha Bhattacharyya earned a Bachelors in Physics, Bachelors in Optics and Optoelectronics, and Masters in Optics and Optoelectronics from the University of Calcutta, India, in 1995, 1998, and 2000, respectively. He completed his PhD in Computer Science and Engineering from Jadavpur University, India, in 2008. He is the recipient of the University Gold Medal from the University of Calcutta for his Masters. He has received several coveted awards, including the Distinguished HoD Award and Distinguished Professor Award conferred by the Computer Society of India, Mumbai Chapter, India, in 2017, the Honorary Doctorate Award (D. Litt.) from the University of South America, and the Southeast Asian Regional Computing Confederation (SEARCC) International Digital Award ICT Educator of the Year in 2017. He was appointed as the ACM Distinguished Speaker for 2018-2020. He was inducted into the People of ACM Hall of Fame by ACM, USA, in 2020. He was appointed as the IEEE Computer Society Distinguished Visitor for 2021- 2023. He was elected as a full foreign member of the Russian Academy of Natural Sciences (RANS) and the Russian Academy of Engineering (REA). He was also elected a full fellow of the Royal Society for Arts, Manufactures and Commerce (RSA), London, UK. He currently serves as a Senior Researcher in the Faculty of Electrical Engineering and Computer Science of VSB Technical University of Ostrava, Czech Republic. He also serves as the Scientific Advisor of Algebra University College, Zagreb, Croatia. Prior to this, he served as the Principal of Rajnagar Mahavidyalaya, Rajnagar, Birbhum. He served as a Professor in the Department of Computer Science and Engineering of Christ University, Bangalore. He was the Principal of RCC Institute of Information Technology, Kolkata, India, from 2017 to 2019. He has also served as a Senior Research Scientist in the Faculty of Electrical Engineering and Computer Science of VSB Technical University of Ostrava, Czech Republic (2018-2019). Prior to this, he was the Professor of Information Technology at RCC Institute of Information Technology, Kolkata, India. He served as the Head of the Department from March 2014 to December 2016. Prior to this, he was an Associate Professor of Information Technology at RCC Institute of Information Technology, Kolkata, India, from 2011 to 2014. Before that, he served as an Assistant Professor in Computer Science and Information Technology at the University Institute of Technology, The University of Burdwan, India, from 2005 to 2011. He was a Lecturer in Information Technology at Kalyani Government Engineering College, India, 2001-2005. He is a co-author of six books and the co-editor of 100 books and has more than 400 research publications in international journals and conference proceedings to his credit. He has three PCTs and 20 patents to his credit. He has been a member of the organizing and technical program committees of several national and international conferences. He is the founding Chair of ICCICN 2014, ICRCICN (2015, 2016, 2017, 2018), and ISSIP (2017, 2018) (Kolkata, India). He was the General Chair of several international conferences such as WCNSSP 2016 (Chiang Mai, Thailand), ICACCP (2017, 2019) (Sikkim, India), ICICC 2018 (New Delhi, India), and ICICC 2019 (Ostrava, Czech Republic). His research interests include hybrid intelligence, pattern recognition, multimedia data processing, social networks, and quantum computing.

**Rajarshi Mahapatra** 於印度卡哈拉格普爾的印度理工學院獲得電子與電氣通信工程博士學位，並在法國格勒諾布爾的CEA-LETI獲得博士後學位。在他的博士後研究中，他參與了FP7 Call4 BeFEMTO和Greentouch項目。他是Dr. SPM IIIT Naya Raipur電子與通信工程系的副教授，並曾擔任IIITNR的學術院長。他之前在海得拉巴的Collins Aerospace工作，專注於軟體定義無線電和電子戰領域。Mahapatra博士在無線通信系統的物理層設計與分析方面有廣泛的經驗。他的研究領域包括認知無線電、5G與6G通信、異構無線通信、分子通信和節能通信。他的團隊為Collins Aerospace設計和開發了用於電子戰應用的軟體定義無線電和方向尋找系統。他擁有約18年的教學、研究和行業經驗，曾指導無線通信領域的博士生，並在多個同行評審期刊和IEEE期刊上發表了多篇研究論文。他是多本頂級IEEE Transactions及其他同行評審期刊和IEEE會議的常任審稿人。他組織了多場有關5G的研討會，並開發了多個高價值的研究實驗室，包括5G測試平台。他成功完成並承接了多個高價值的通信系統贊助項目。他曾獲得國家獎學金、MHRD研究獎學金以及歐盟FP7項目的獎學金。他是IEEE的資深會員，也是通信學會的成員。他的研究興趣包括5G及其後續通信、用於通信的機器學習、分子通信、智能反射表面和光纖接入網絡。

**Avishek Nag博士** 是愛爾蘭都柏林大學計算機科學學院的助理教授。Nag博士於2005年在印度加爾各答的賈達夫普爾大學獲得榮譽學士學位，2007年在印度卡哈拉格普爾的印度理工學院獲得碩士學位，2012年在加州大學戴維斯分校獲得博士學位。在加入都柏林大學之前，他曾在都柏林三一學院的CONNECT未來網絡與通信中心擔任研究助理。Nag博士於2008年在第二屆IEEE先進網絡與電信研討會上獲得最佳論文獎，並發表了超過35篇論文，包括期刊、會議論文集和書籍章節，引用次數超過950次。他的研究興趣包括但不限於有線和無線網絡中的跨層優化、網絡可靠性、網絡數學（優化、圖論）、網絡虛擬化、軟體定義網絡、機器學習、數據分析、區塊鏈和物聯網。Nag博士是電子與電氣工程師學會（IEEE）的資深會員，並擔任IEEE英國和愛爾蘭區塊鏈小組的愛爾蘭外聯負責人。

**Siddhartha Bhattacharyya博士** 於1995年、1998年和2000年分別在印度加爾各答的加爾各答大學獲得物理學學士、光學與光電學學士及光學與光電學碩士學位。他於2008年在賈達夫普爾大學獲得計算機科學與工程博士學位。他因其碩士學位獲得加爾各答大學的金獎。他曾獲得多項重要獎項，包括2017年由印度計算機學會孟買分會頒發的傑出系主任獎和傑出教授獎、南美大學的榮譽博士學位（D. Litt.）以及2017年東南亞區域計算聯盟（SEARCC）頒發的國際數位獎ICT年度教育者獎。他於2018-2020年被任命為ACM傑出演講者，並於2020年被ACM美國納入ACM名人堂。他於2021-2023年被任命為IEEE計算機學會的傑出訪客。他被選為俄羅斯自然科學院（RANS）和俄羅斯工程院（REA）的外籍全職會員，並被選為英國倫敦皇家藝術、製造和商業學會（RSA）的全職院士。他目前擔任捷克共和國奧斯特拉瓦VSB技術大學電氣工程與計算機科學系的高級研究員，並擔任克羅地亞薩格勒布代數大學的科學顧問。在此之前，他曾擔任比爾布姆的Rajnagar Mahavidyalaya校長，並在班加羅爾的基督大學計算機科學與工程系擔任教授。他於2017年至2019年擔任加爾各答RCC資訊技術學院的校長。他還曾在捷克共和國奧斯特拉瓦VSB技術大學電氣工程與計算機科學系擔任高級研究科學家（2018-2019）。在此之前，他是加爾各答RCC資訊技術學院的資訊技術教授，並於2014年3月至2016年12月擔任系主任。在此之前，他於2011年至2014年擔任加爾各答RCC資訊技術學院的資訊技術副教授。更早之前，他於2005年至2011年在印度布爾德萬大學的技術學院擔任計算機科學與資訊技術助理教授。他於2001年至2005年在印度卡利亞尼政府工程學院擔任資訊技術講師。他是六本書的共同作者和100本書的共同編輯，並在國際期刊和會議論文集中發表了超過400篇研究論文。他擁有三項PCT和20項專利。他曾是多個國內外會議的組織和技術程序委員會成員。他是ICCICN 2014、ICRCICN（2015、2016、2017、2018）和ISSIP（2017、2018）（印度加爾各答）的創始主席。他曾擔任多個國際會議的總主席，如2016年WCNSSP（泰國清邁）、ICACCP（2017、2019）（印度錫金）、ICICC 2018（印度新德里）和ICICC 2019（捷克共和國奧斯特拉瓦）。他的研究興趣包括混合智能、模式識別、多媒體數據處理、社交網絡和量子計算。