Federated Learning for Wireless Networks

by Latif U. Khan, Choong Seon Hong, Mingzhe Chen

Book Overview

Recently machine learning schemes have attained significant attention as key enablers for next-generation wireless systems. Currently, wireless systems are mostly using machine learning schemes that are based on centralizing the training and inference processes by migrating the end-devices data to a third party centralized location. However, these schemes lead to end-devices privacy leakage. To address these issues, one can use a distributed machine...

• Format: Paperback
• Language: English
• ISBN: 9811649650
• ISBN13: 9789811649653
• Release Date: December 2022
• Publisher: Springer
• Length: 253 Pages
• Weight: 0.84 lbs.
• Dimensions: 0.6" x 6.1" x 9.2"