Joint Trajectory and Communication Optimization for UAV-Assisted Over-The-Air Federated Learning

Keyphrases

• UAV 100%
• Trajectory Optimization 100%
• Joint Trajectory 100%
• Communication Optimization 100%
• Joint Communication 100%
• Over-the-air Federated Learning 100%
• Transmission Scheduling 50%
• Vehicle Trajectory 50%
• Machine Learning Models 50%
• Parameter Server 50%
• Multiple Machines 50%
• Training Process 25%
• Proposed Design 25%
• Optimization Problem 25%
• Numerical Simulation 25%
• Training Error 25%
• Transmitter 25%
• Static Parameters 25%
• Communication Overhead 25%
• Scheduling Design 25%
• Multiple Devices 25%
• Error Bound 25%
• Simultaneous Transmission 25%
• Deflation 25%
• Weighted Sums 25%
• Block Coordinate Descent 25%
• Trajectory Design 25%
• Model Aggregation 25%
• Federated Learning System 25%
• Over-the-air Aggregation 25%
• Joint Transceiver 25%

Computer Science

• Federated Learning 100%
• Unmanned Aerial Vehicle 100%
• Multiple Machine 50%
• Parameter Server 50%
• Machine Learning 50%
• Learning System 50%
• Training Process 25%
• Training Error 25%
• Optimization Problem 25%
• Learning Framework 25%
• Numerical Simulation 25%
• Communication Overhead 25%
• Multiple Device 25%
• Simultaneous Transmission 25%
• Economic Recession 25%