COTAF: Convergent Over-the-Air Federated Learning

Keyphrases

• Federated Learning 100%
• Over-the-air Federated Learning 100%
• Wireless Channel 50%
• Multiple Access Channel 25%
• Error-free 25%
• Energy Consumption 25%
• Synthetic Data 25%
• Training Model 25%
• Global Model 25%
• Convergence Rate 25%
• Private Data 25%
• Large Volumes of Data 25%
• Precoding 25%
• Noisy Channel 25%
• Local Data 25%
• Data Signal 25%
• Large number of Users 25%
• Distributed Learning 25%
• Centralized Model 25%
• Bandwidth Utilization 25%
• Central Server 25%
• Edge Devices 25%
• Learning Convergence 25%
• Improved Convergence 25%
• Free Channel 25%
• Repeated Transmission 25%

Computer Science

• Federated Learning 100%
• Wireless Channel 28%
• Multiple Access Channel 14%
• Learning Algorithm 14%
• Energy Consumption 14%
• Convergence Rate 14%
• Distributed Learning 14%
• Synthetic Datasets 14%
• Centralized Model 14%
• precoding 14%