Millimeter Wave Channel Modeling via Generative Neural Networks

Keyphrases

• Channel Modeling 100%
• Millimeter Wave Channel 100%
• Generative Neural Networks 100%
• Training Data 50%
• Line-of-sight 50%
• Non-line-of-sight (NLoS) 50%
• Urban Environment 50%
• High-resolution 50%
• Modeling Methodology 50%
• Outage 50%
• Ray Tracing 50%
• Millimeter-wave Band 50%
• Wireless Communication Systems 50%
• Propagation Path 50%
• Generative Models 50%
• General Modeling 50%
• Path Loss 50%
• Angle of Arrival 50%
• Angle of Departure 50%
• Path Gain 50%
• Two-stage Structure 50%
• Air-to-ground Channel 50%
• Statistical Channel Model 50%
• Conditional Variational Autoencoder 50%

INIS

• data 100%
• modeling 100%
• capture 100%
• neural networks 100%
• environment 50%
• design 50%
• losses 50%
• gain 50%
• air 50%
• outages 50%
• resolution 50%
• datasets 50%
• variational methods 50%

Engineering

• Channel Modeling 100%
• Millimeter Wave 100%
• Outages 50%
• Propagation Path 50%
• Channel Model 50%
• Path Loss 50%
• Angle-of-Arrival 50%
• Generative Model 50%
• Wireless Communication 50%
• Communication System 50%
• High Resolution 50%
• Autoencoder 50%