Machine Learning and Deep Learning Techniques in Wireless and Mobile Networking Systems

ISBN-13: 9780367620066 / Angielski / Twarda / 2021 / 274 str.

K. Suganthi; R. Karthik; G. Rajesh

Opis

This book offers the latest advances and results in the fields of machine learning and deep learning for wireless communications and provides positive discussions on the challenges and prospects. It includes a broad spectrum in understanding the improvements motivated by specific constraints posed by wireless communications.

Spis treści

1. Machine Learning Driven Design and Optimization of Mobile/Wireless System. 2. Intelligent Algorithm and Techniques for Effective Wireless Communication. 3. Machine Learning Based Intelligent Protocols. 4. Intelligent Schemes with Machine Learning and Deep Learning for Congestion Control. 5. Resource Allocation and Optimization in Wireless Network Using Machine Learning and Deep Learning. 6. Data Analysis and Security Schemes. 7. Applications of Machine Learning and Deep Learning. 8. Multimedia Communication. 9. Energy Management.