Deep Recurrent Q-Network Methods for mmWave Beam Tracking systems

Keyphrases

• Beam Shaping 100%
• Tracking System 100%
• Millimeter Wave 100%
• Network Method 100%
• Reinforcement Learning Approach 100%
• Partially Observable Markov Decision Process 100%
• Deep Q-network 100%
• Beam Tracking 100%
• Numerical Results 50%
• Massive multiple-input multiple-output (mMIMO) 50%
• Conventional Scheme 50%
• Tracking Problem 50%
• Training Problems 50%
• Partial Observation 50%
• Beam Training 50%
• Q-learning 50%
• Decision Policy 50%

Engineering

• Learning Approach 100%
• Reinforcement Learning 100%
• Recurrent 100%
• Partially Observable Markov Decision Process 100%
• Output System 50%
• Millimeter Wave 50%
• Observables 50%
• Massive MIMO 50%
• Q-Learning 50%

Earth and Planetary Sciences

• Decision Process 100%
• Decision Making 100%
• Millimeter Wave 50%
• MIMO (Control Systems) 50%
• Tracking Problem 50%