Digital-Twin-Enabled City-Model-Aware Deep Learning for Dynamic Channel Estimation in Urban Vehicular Environments

Keyphrases

• Deep Learning 100%
• Channel Estimation 100%
• Digital Twin 100%
• City Model 100%
• Vehicular Environment 100%
• Dynamic Channel 100%
• Urban Canyon 66%
• Digital Twin Simulation 66%
• Urban Environment 33%
• Attenuation 33%
• Computational Load 33%
• Highly Dynamic 33%
• Physical Systems 33%
• Ray Tracing Method 33%
• Radio 33%
• Neural Network Estimator 33%
• Vehicle Motion 33%
• Intermittent Connectivity 33%
• 3D City Model 33%
• High-speed Vehicle 33%
• Deep Neural Network 33%
• Signal Attenuation 33%
• Deep Learning Algorithm 33%
• Empirical Measurement 33%
• Deterministic Channel Model 33%
• Basis Expansion Model 33%
• Stochastic Channel Model 33%
• Geometry-based Model 33%
• Digital Replica 33%
• Dynamic Channel Modeling 33%
• Vehicle-to-everything Communication 33%
• Accurately Model 33%
• Vehicular Channels 33%

Computer Science

• Digital Twin 100%
• Deep Learning Method 100%
• Channel Estimation 100%
• Vehicular Environment 100%
• Deep Neural Network 50%
• Computation Load 25%
• Channel Modeling 25%
• Reflection Ray 25%
• ray-tracing 25%
• Urban Environment 25%
• Conventional Method 25%
• Physical System 25%
• Signal Attenuation 25%

Engineering

• Channel Estimation 100%
• Deep Learning Method 100%
• Deep Neural Network 100%
• Simplifies 50%
• Conventional Method 50%
• Channel Model 50%
• Physical System 50%
• Signal Attenuation 50%
• Channel Modeling 50%