Machine Learning for Future Fiber-Optic Communication Systems

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Alan Pak Tao Lau (Professor, Hong Kong Polytechnic Univeristy, Hung Hom, Kowloon, Hong Kong) Faisal Nadeem Khan (Associate Professor, Tsinghua-Berkeley Shenzhen Institute, Shenzhen International Graduate School, Tsinghua University, Beijing, China)

Machine Learning for Future Fiber-Optic Communication Systems

Alan Pak Tao Lau (Professor, Hong Kong Polytechnic Univeristy, Hung Hom, Kowloon, Hong Kong), Faisal Nadeem Khan (Associate Professor, Tsinghua-Berkeley Shenzhen Institute, Shenzhen International Graduate School, Tsinghua University, Beijing, China)

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English

Academic Press Inc
15 February 2022

Communications engineering & telecommunications; Applied optics; Laser technology & holography

Machine Learning for Future Fiber-Optic Communication Systems provides a comprehensive and in-depth treatment of machine learning concepts and techniques applied to key areas within optical communications and networking, reflecting the state-of-the-art research and industrial practices. The book gives knowledge and insights into the role machine learning-based mechanisms will soon play in the future realization of intelligent optical network infrastructures that can manage and monitor themselves, diagnose and resolve problems, and provide intelligent and efficient services to the end users.

With up-to-date coverage and extensive treatment of various important topics related to machine learning for fiber-optic communication systems, this book is an invaluable reference for photonics researchers and engineers. It is also a very suitable text for graduate students interested in ML-based signal processing and networking.

Edited by: Alan Pak Tao Lau (Professor Hong Kong Polytechnic Univeristy Hung Hom Kowloon Hong Kong), Faisal Nadeem Khan (Associate Professor, Tsinghua-Berkeley Shenzhen Institute, Shenzhen International Graduate School, Tsinghua University, Beijing, China)
Imprint: Academic Press Inc
Country of Publication: United Kingdom
Dimensions: Height: 235mm, Width: 191mm,
Weight: 840g
ISBN: 9780323852272
ISBN 10: 0323852270
Pages: 402
Publication Date: 15 February 2022
Audience: Professional and scholarly , Undergraduate
Format: Paperback
Publisher's Status: Active

Alan Pak Tao Lau received his B.A. Sc in Engineering Science (Electrical Option) and M.A.Sc. in Electrical and Computer Engineering from University of Toronto in 2003 and 2004, respectively. He obtained his Ph.D. in Electrical Engineering at Stanford University in 2008 and has joined the Hong Kong Polytechnic University where he is now a Professor. He was also a Visiting Professor at Stanford University in 2019. His research covers system characterization, performance monitoring, digital signal processing and machine learning applications of various optical communication systems and networks. He collaborates with industry and serves as technical program committee chairs of major conferences in Optical Communications and as Associate editor of Journal of Lightwave Technology since 2018. Faisal Nadeem Khan received the B.Sc. degree in electrical engineering (with Honours) from the University of Engineering and Technology Taxila, Pakistan, the M.Sc. degree in communications technology from the University of Ulm, Germany, and the Ph.D. degree in electronic and information engineering from The Hong Kong Polytechnic University, Hong Kong. He worked as a Senior Lecturer at the School of Electrical and Electronic Engineering of the University of Science Malaysia. He had also been a Research Fellow at the Photonics Research Centre, The Hong Kong Polytechnic University. Currently, he is an Associate Professor at Tsinghua-Berkeley Shenzhen Institute, Shenzhen International Graduate School, Tsinghua University. His research interests include machine learning and digital signal processing techniques for optical communication systems and networks. He has authored or coauthored around 60 research articles in leading journals (including several invited papers) and key conferences as well as written two book chapters. He has been an invited speaker at various prestigious international conferences including Optical Fiber Communication (OFC), European Conference on Optical Communication (ECOC) and Signal Processing in Photonic Communications (SPPCom), among others.