Machine Learning for Wireless Communication von Rohit M. Thanki | ISBN 9783031941177

Machine Learning for Wireless Communication

von Rohit M. Thanki, Komal R. Borisagar und Anjali Diwan
Mitwirkende
Autor / AutorinRohit M. Thanki
Autor / AutorinKomal R. Borisagar
Autor / AutorinAnjali Diwan
Buchcover Machine Learning for Wireless Communication | Rohit M. Thanki | EAN 9783031941177 | ISBN 3-031-94117-9 | ISBN 978-3-031-94117-7

Machine Learning for Wireless Communication

von Rohit M. Thanki, Komal R. Borisagar und Anjali Diwan
Mitwirkende
Autor / AutorinRohit M. Thanki
Autor / AutorinKomal R. Borisagar
Autor / AutorinAnjali Diwan

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.