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Machine Learning and Wireless Communications

Machine Learning and Wireless Communications

Hardback (04 Aug 2022)

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Publisher's Synopsis

How can machine learning help the design of future communication networks - and how can future networks meet the demands of emerging machine learning applications? Discover the interactions between two of the most transformative and impactful technologies of our age in this comprehensive book. First, learn how modern machine learning techniques, such as deep neural networks, can transform how we design and optimize future communication networks. Accessible introductions to concepts and tools are accompanied by numerous real-world examples, showing you how these techniques can be used to tackle longstanding problems. Next, explore the design of wireless networks as platforms for machine learning applications - an overview of modern machine learning techniques and communication protocols will help you to understand the challenges, while new methods and design approaches will be presented to handle wireless channel impairments such as noise and interference, to meet the demands of emerging machine learning applications at the wireless edge.

About the Publisher

Cambridge University Press

Cambridge University Press dates from 1534 and is part of the University of Cambridge. We further the University's mission by disseminating knowledge in the pursuit of education, learning and research at the highest international levels of excellence.

Book information

ISBN: 9781108832984
Publisher: Cambridge University Press
Imprint: Cambridge University Press
Pub date:
DEWEY: 621.382
DEWEY edition: 23
Language: English
Number of pages: 554
Weight: 380g
Height: 177mm
Width: 251mm
Spine width: 31mm
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