Deep Unfolding-Empowered mmWave Massive MIMO Joint Communications and Sensing

Keyphrases

• Beam Pattern 100%
• Sum Rate 100%
• Deep Unfolding 100%
• Gradient Ascent 100%
• Joint Communication and Sensing 100%
• MmWave MIMO 100%
• Deep Neural Network 50%
• Design Basis 50%
• Performance Enhancement 50%
• Computational Complexity 50%
• Fast Convergence 50%
• Runtime Complexity 50%
• Sensing Performance 50%
• Performance Tradeoff 50%
• Conventional Design 50%
• Data Training 50%
• Successive Convex Approximation 50%
• Riemannian Optimization 50%
• Hybrid Beamforming 50%
• Digital Precoder 50%

Engineering

• Joints (Structural Components) 100%
• Massive MIMO 100%
• Step Size α 50%
• Computational Complexity 50%
• Precoders 50%
• Sensing Performance 50%
• Deep Neural Network 50%
• Beamforming 50%

Computer Science

• sum rate 100%
• Massive MIMO 100%
• Approximation (Algorithm) 50%
• Interpretability 50%
• Computational Complexity 50%
• Deep Neural Network 50%
• Training Data 50%
• Fast Convergence 50%