中图分类法:	TN929.5 版次：
题名:	Machine learning and wireless communications / / ,
版次:	First edition.
出版发行:	出版地： Cambridge, United Kingdom ; 出版社： Cambridge University Press, 出版日期： 2022.
载体形态:	xiv, 544 pages : illustrations ; 24 cm
内容提要:	"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"--
主题词:	Wireless communication systems.
主题词:	Machine learning.
主要责任者:	Eldar, Yonina C., Eldar, Yonina C.,