Synthesis Lectures on Communications

Thanki, Rohit M.; Borisagar, Komal R.; Diwan, Anjali

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.

Details

Published by: Springer

Publication Date: 2025-08-13

Format: Hardcover

ISBN-13: 9783031941160

DOI: 10.1007/978-3-031-94117-7

Dimensions: 240cm x168cm

Pages: 119