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Machine Learning for Wireless Communication

Machine Learning for Wireless Communication - Synthesis Lectures on Communications

Hardback (20 Sep 2025)

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Publisher's Synopsis

This book covers the basic principles of wireless communication while delving into the fundamentals of machine learning, including supervised and unsupervised learning, deep learning, and reinforcement learning. The authors provide real-world examples and case studies to illustrate the use of machine learning in wireless communication applications such as channel estimation, mobility prediction, resource allocation, and beamforming. This book is an essential resource for researchers, engineers, and students interested in understanding and applying machine learning techniques in the context of wireless communication systems.

Book information

ISBN: 9783031941160
Publisher: Springer Nature Switzerland
Imprint: Springer
Pub date:
Language: English
Number of pages: 154
Weight: -1g
Height: 240mm
Width: 168mm