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- Machine Learning for Future Fiber-Optic Communication Systems
Machine Learning for Future Fiber-Optic Communication Systems
ISBN: 9780323852272
Published: 2022
Publisher: Academic Press
Language: English
Format: Paperback / softback
Format: 9.25×7.5
Published: 2022
Publisher: Academic Press
Language: English
Format: Paperback / softback
Format: 9.25×7.5
Description
<p><i>Machine Learning for Future Fiber-Optic Communication Systems</i> 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.</p> <p>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.</p>
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