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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.
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