Performance-Oriented Design for Intelligent Reflecting Surface-Assisted Federated Learning

Keyphrases

• Performance-based Design 100%
• Federated Learning 100%
• Intelligent Reflecting Surface 100%
• Learning Procedure 25%
• Channel Noise 25%
• Channel Fading 25%
• Optimality Gap 25%
• Communication Round 25%
• Numerical Results 12%
• Loss Function 12%
• Design Strategy 12%
• Performance-based 12%
• Design Approach 12%
• Design Problems 12%
• Learning Techniques 12%
• Learning Performance 12%
• Edge Devices 12%
• Design Scheme 12%
• Distributed Learning 12%
• Convergence Behavior 12%
• Wireless Channel 12%
• Learning Model 12%
• Ultimate Performance 12%
• Integrated Design 12%
• Communication Resources 12%
• Transmission Strategy 12%
• Multiple Communications 12%
• Aggregation Error 12%
• One-shot Model 12%
• Resource Block 12%
• Propagation Environment 12%
• Superposition Property 12%
• Mobile Edge Networks 12%
• Orthogonal Transmission 12%
• Model Aggregation 12%
• Shared Learning 12%
• Test Accuracy 12%
• Over-the-air Computation 12%
• Wireless Propagation 12%

Computer Science

• Federated Learning 100%
• Reflecting Surface 100%
• Fading Channel 25%
• Design Strategy 12%
• Multiple Design 12%
• Wireless Channel 12%
• Design Problem 12%
• Learning Technique 12%
• Distributed Learning 12%
• Massive Amount 12%
• Communication Resource 12%
• Learning Performance 12%
• Convergence Behavior 12%
• Over-The-Air Computation 12%

Engineering

• Term Design 100%