Applications of Machine Learning in Wireless Communications (Telecommunications, 81, Band 81) - Hardcover

Buch 20 von 30: Telecommunications
 
9781785616570: Applications of Machine Learning in Wireless Communications (Telecommunications, 81, Band 81)
Hardcover
ISBN 10: 1785616579 ISBN 13: 9781785616570
Verlag: Institution of Engineering and Technology, 2019

Inhaltsangabe

Machine learning explores the study and development of algorithms that can learn from and make predictions and decisions based on data. Applications of machine learning in wireless communications have been receiving a lot of attention, especially in the era of big data and IoT, where data mining and data analysis technologies are effective approaches to solving wireless system evaluation and design issues.

This edited book presents current and future developments and trends in wireless communication technologies based on contributions from machine learning and other fields of artificial intelligence, including channel modelling, signal estimation and detection, energy efficiency, cognitive radios, wireless sensor networks, vehicular communications, and wireless multimedia communications. The book is aimed at a readership of researchers, engineers and students working on wireless communications and machine learning, especially those working with big data and artificial intelligence multi-disciplinary fields related to wireless communication technologies.

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Über die Autorinnen und Autoren

Ruisi He is a Professor at the State Key Laboratory of Rail Traffic Control and Safety, Beijing Jiaotong University, China. His research interests include measurement and modelling of wireless channels, machine learning and clustering analysis in wireless communications, vehicular and high-speed railway communications, 5G massive MIMO and high frequency communication techniques.



Zhiguo Ding is a Professor at the School of Electrical and Electronic Engineering at the University of Manchester, UK. He holds a Ph. D degree in Electrical Engineering from Imperial College London, UK. His research interests are in 5G networks, game theory, cooperative and energy harvesting networks and statistical signal processing.

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Verlag
Institution of Engineering and Technology
Erscheinungsdatum
2019
Sprache
Englisch
ISBN 10 
1785616579
ISBN 13 
9781785616570
Einband
Gebundene Ausgabe
Anzahl der Seiten
474
Herausgeber
He Ruisi, Ding Zhiguo
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
Nicht verfügbar