Digital Predistortion Enhancement by Convolutional Neural Network for Probabilistic Shaped Discrete Multi-Tone Signal Transmission in Passive Optical Network.
Qi ZhouRui ZhangShuyi ShenChin-Wei HsuShuang YaoShang-Jen SuGee-Kung ChangPublished in: OFC (2021)
Keyphrases
- convolutional neural network
- wavelength division multiplexing
- probabilistic model
- electro optic
- data transmission
- signal processing
- frequency domain
- network traffic
- transmission rate
- computer networks
- transmission delay
- direct sequence spread spectrum
- video signals
- communication networks
- complex networks
- image enhancement
- high frequency
- unstructured peer to peer
- neural network
- optical networks
- continuous valued
- machine learning