Under-Sampled UWB NLOS/LOS Channel Classification using Machine Learning

Computer Science

• Machine Learning Algorithm 100%
• UWB antenna 100%
• Classification Performance 100%
• Channel Impulse Response 100%
• Classification Accuracy 100%
• Machine Learning 100%
• Learning System 100%
• Long Short-Term Memory Network 50%
• Convolutional Neural Network 50%
• Sampling Rate 50%
• Ultra-Wideband 50%
• Support Vector Machine 50%
• Classification Process 50%
• Logistic Regression 50%
• Extracted Feature 50%
• Feature Extraction 50%
• Stochastic Gradient Descent 50%

Physics

• Machine Learning 100%
• Line of Sight 50%
• Ultra-Wideband 25%
• Convolutional Neural Network 25%
• Long Short-Term Memory Network 25%