Jointly optimized echo state network for short-term channel state information prediction of fading channel

Keyphrases

• Channel State Estimation 100%
• Echo State Network 100%
• Fading Channels 100%
• Output Weights 66%
• Sparse Regression 33%
• Reservoir Size 33%
• Prediction Accuracy 33%
• Linear Weights 33%
• Machine Learning Based 33%
• Regression-based Method 33%
• Sparsity 33%
• Parameter Optimization 33%
• Reliability Prediction 33%
• Scale Factor 33%
• Weighted Particle Swarm Optimization 33%
• Multivariate Chaotic Time Series 33%
• Wireless Systems 33%
• Size Scaling 33%
• Channel State Information 33%
• Reservoir Parameters 33%
• Noise Robustness 33%
• Weight Regularization 33%
• Computational Complexity 33%
• Evaluation Metrics 33%
• Global Scaling 33%
• Scale Coefficient 33%
• Chaotic Time Series Prediction 33%
• L2 Regularization 33%
• Channel Estimation 33%

Computer Science

• Fading Channel 100%
• Channel State Information 100%
• Echo State Network 100%
• Regularization 66%
• Machine Learning 33%
• Computational Complexity 33%
• Series Prediction 33%
• Channel Estimation 33%
• Particle Swarm Optimization 33%
• Scaling Coefficient 33%
• Sparsity 33%
• Scaling Factor 33%
• Learning System 33%
• Prediction Accuracy 33%
• Wireless System 33%

Engineering

• Fading Channel 100%
• Channel State Information 100%
• Network State 100%
• Regularization 66%
• Learning System 33%
• Computational Complexity 33%
• Reservoir Size 33%
• Channel Estimation 33%
• Sparsity 33%
• Scaling Factor 33%
• Metrics 33%
• Scaling Coefficient 33%
• Particle Swarm Optimization 33%