Deep Learning Assisted mmWave Beam Prediction with Prior Low-frequency Information

Computer Science

• Channel State Information 100%
• Conventional Method 50%
• Deep Learning 100%
• Frequency Channel 100%
• Frequency Information 100%
• Long Short-Term Memory Networks 50%
• Prediction Accuracy 50%
• timing offset 50%

Engineering

• Beamforming 50%
• Channel State Information 100%
• Conventional Method 50%
• Deep Learning 100%
• Long Short-Term Memory 50%
• Low Frequency Information 100%
• Similarities 50%
• Simulation Result 50%