Learning-based WiFi traffic load estimation in NR-U systems

Keyphrases

• Learning-based 100%
• Wi-Fi 100%
• New Radio 100%
• Traffic Load Prediction 100%
• U-system 100%
• Unlicensed Spectrum 40%
• Accurate Estimation 40%
• Neural Network 40%
• Unlicensed Band 40%
• Filter Method 20%
• Machine Learning Techniques 20%
• Measurement Error 20%
• Stable Estimation 20%
• Traffic Load 20%
• Radio Systems 20%
• Wi-Fi Networks 20%
• Frequency Spectrum 20%
• Detection Mechanism 20%
• Collision Probability 20%
• Learning Rate 20%
• Standard Kalman Filter 20%
• Neural Network Structure 20%
• Transmission Collision 20%
• Goal Estimation 20%
• Unsupervised Neural Network 20%
• Fair Coexistence 20%

INIS

• learning 100%
• spectra 100%
• neural networks 100%
• filters 66%
• simulation 33%
• comparative evaluations 33%
• transmission 33%
• machine learning 33%
• detection 33%
• errors 33%
• accuracy 33%
• probability 33%
• collisions 33%
• shortages 33%

Computer Science

• Neural Network 100%
• Kalman Filter 50%
• Neural Network Architecture 50%
• Measurement Error 50%
• Frequency Spectrum 50%
• Learning Rate 50%
• Collision Probability 50%
• Machine Learning 50%
• Learning System 50%