Abstract:
Joint probabilistic and geometric shaping is considered for flexible PON. Optimal modulation is found through ANN, which generalizes to various ROPs and fiber lengths whi...Show MoreMetadata
Abstract:
Joint probabilistic and geometric shaping is considered for flexible PON. Optimal modulation is found through ANN, which generalizes to various ROPs and fiber lengths while taking dispersion, limited bandwidth, and receiver-side DSP into account. © 2022 The Author(s)
Date of Conference: 06-10 March 2022
Date Added to IEEE Xplore: 13 April 2022
ISBN Information:
Conference Location: San Diego, CA, USA
Funding Agency:
Keywords assist with retrieval of results and provide a means to discovering other relevant content. Learn more.
- IEEE Keywords
- Index Terms
- Geometric Shapes ,
- Passive Optical Network ,
- Artificial Neural Network ,
- Fiber Length ,
- Limited Bandwidth ,
- Optimal Mode ,
- Loss Function ,
- Signal-to-noise ,
- Monte Carlo Simulation ,
- Hidden Layer ,
- Input Features ,
- Stochastic Gradient Descent ,
- Channel State ,
- Shot Noise ,
- Single-mode Fiber ,
- Codeword ,
- Forward Error Correction ,
- Most Significant Bit ,
- Artificial Neural Network Output ,
- Photonic Integrated Circuits ,
- Avalanche Photodiode ,
- Test Data Points ,
- Transimpedance Amplifier ,
- Modulation Formats ,
- Backpropagation ,
- Uniform Signal
Keywords assist with retrieval of results and provide a means to discovering other relevant content. Learn more.
- IEEE Keywords
- Index Terms
- Geometric Shapes ,
- Passive Optical Network ,
- Artificial Neural Network ,
- Fiber Length ,
- Limited Bandwidth ,
- Optimal Mode ,
- Loss Function ,
- Signal-to-noise ,
- Monte Carlo Simulation ,
- Hidden Layer ,
- Input Features ,
- Stochastic Gradient Descent ,
- Channel State ,
- Shot Noise ,
- Single-mode Fiber ,
- Codeword ,
- Forward Error Correction ,
- Most Significant Bit ,
- Artificial Neural Network Output ,
- Photonic Integrated Circuits ,
- Avalanche Photodiode ,
- Test Data Points ,
- Transimpedance Amplifier ,
- Modulation Formats ,
- Backpropagation ,
- Uniform Signal