Convolutional long short-term memory neural network equalizer for nonlinear Fourier transform-based optical transmission systems

Keyphrases

• Artificial Neural Network Equalizer 20%
• Bidirectional Long Short-term Memory (BiLSTM) 100%
• Bit Error Rate 40%
• Convolutional Layer 20%
• Convolutional Long Short-term Memory (ConvLSTM) 100%
• Data Preprocessing 20%
• Decision Threshold 20%
• Design Basis 20%
• Equalizer 100%
• Equalizer Design 20%
• Forward Error Correction 20%
• Fourier Spectrum 20%
• Fully Connected Layer 20%
• Fully Convolutional Neural Network 20%
• Gated Recurrent Unit Neural Network 20%
• Hard Decision 20%
• HD-FEC 20%
• Improvement Factor 20%
• Neural Network Equalizer 100%
• Nonlinear Fourier Transform 100%
• Optical Transmission Systems 100%
• Recurrent Layer 20%
• Spectral Components 20%

Engineering

• Artificial Neural Network 12%
• Bit Error Rate 25%
• Convolutional Layer 12%
• Data Preprocessing 12%
• Data Rate 12%
• Equalizers 100%
• Feedforward 12%
• Forward Error-Correction 12%
• Fourier Transform 100%
• Hard Decision 12%
• Long Short-Term Memory 100%
• Optical Transmission System 100%
• Recurrent 12%
• Recurrent Neural Network 12%
• Spectral Component 12%