Intelligent Encoding Method and Implementation for FPGA-based PDAC
- Resource Type
- Conference
- Authors
- Zhu, Kangqi; Hua, Nan; Yu, Jinghan; Zheng, Xiaoping; Zhou, Bingkun
- Source
- 2022 20th International Conference on Optical Communications and Networks (ICOCN) Optical Communications and Networks (ICOCN), 2022 20th International Conference on. :1-2 Aug, 2022
- Subject
- Communication, Networking and Broadcast Technologies
Components, Circuits, Devices and Systems
Fields, Waves and Electromagnetics
Photonics and Electrooptics
Signal Processing and Analysis
Neural networks
Data preprocessing
Optical distortion
Predictive models
Distortion
Encoding
Optical fiber communication
Photonic digital-to-analog converter
machine learning
FPGA
- Language
- ISSN
- 2771-3059
The distortion of high-speed signals from FPGA deteriorates the output waveform quality of the FPGA-based PDAC, such as vertical resolution. We propose a machine learning-assisted encoding method to mitigate the negative effects of such distortion.