Expand this Topic clickable element to expand a topic
Skip to content
Optica Publishing Group
Conferences > AIS > 2021 > JW4E > JW4E.6

Compensation of Repetition Frequency Jittter in Fiber Frequency Comb Leveraging Long Short-Term Memory Neural Network

Shangsu Ding, En Zhu, Chenglong Wu, Jianming Shang, and Song Yu

Not Accessible

Your library or personal account may give you access

Abstract

We demonstrated a digital repetition frequency locking system based on long short term memory(LSTM) model for fiber frequency comb. The standard deviation (SD) of locking state is 17mHz under 32MHz repetition frequency.

© 2021 The Author(s)

PDF Article  |   Presentation Video
More Like This
Long Short-Term Memory Neural Network for Mitigating Transmission Impairments of 160 Gbit/s PAM4 Microring Modulation

Ching-Wei Peng, David W.U Chan, Yeyu Tong, Chi-Wai Chow, Yang Liu, Chien-Hung Yeh, and Hon Ki Tsang
Tu5D.3 Optical Fiber Communication Conference (OFC) 2021

Water-to-Air PAM4 Optical Camera Communication Using Long Short Term Memory Neural Network (LSTM-NN)

Yun-Han Chang, Shang-Yen Tsai, Ming-Chieh Tsai, Jia-Fu Li, Yin-He Jian, Chi-Wai Chow, and Chien-Hung Yeh
W4B.1 Optical Fiber Communication Conference (OFC) 2024

Long Short-Term Memory Neural Network to Enhance the Data Rate and Performance for Rolling Shutter Camera Based Visible Light Communication (VLC)

Ching-Wei Peng, Deng-Cheng Tsai, Yun-Shen Lin, Chi-Wai Chow, Yang Liu, and Chien-Hung Yeh
W3I.5 Optical Fiber Communication Conference (OFC) 2022

View More...

Presentation Video

Presentation video access is available to:

  1. Optica Publishing Group subscribers
  2. Technical meeting attendees
  3. Optica members who wish to use one of their free downloads. Please download the article first. After downloading, please refresh this page.

Contact your librarian or system administrator
or
Log in to access Optica Member Subscription or free downloads

More Like This
Long Short-Term Memory Neural Network for Mitigating Transmission Impairments of 160 Gbit/s PAM4 Microring Modulation

Ching-Wei Peng, David W.U Chan, Yeyu Tong, Chi-Wai Chow, Yang Liu, Chien-Hung Yeh, and Hon Ki Tsang
Tu5D.3 Optical Fiber Communication Conference (OFC) 2021

Water-to-Air PAM4 Optical Camera Communication Using Long Short Term Memory Neural Network (LSTM-NN)

Yun-Han Chang, Shang-Yen Tsai, Ming-Chieh Tsai, Jia-Fu Li, Yin-He Jian, Chi-Wai Chow, and Chien-Hung Yeh
W4B.1 Optical Fiber Communication Conference (OFC) 2024

Long Short-Term Memory Neural Network to Enhance the Data Rate and Performance for Rolling Shutter Camera Based Visible Light Communication (VLC)

Ching-Wei Peng, Deng-Cheng Tsai, Yun-Shen Lin, Chi-Wai Chow, Yang Liu, and Chien-Hung Yeh
W3I.5 Optical Fiber Communication Conference (OFC) 2022

View More...
300-Gbit/s/λ PAM8 Modulation with a Silicon Microring Modulator using Long Short Term Memory Regression and Deep Neural Network Classification

Tun-Yao Hung, David W. U. Chan, Ching-Wei Peng, Chi-Wai Chow, Chien-Hung Yeh, and Hon Ki Tsang
W4H.4 Optical Fiber Communication Conference (OFC) 2024

Combining Long-Short Term Memory and Reinforcement Learning for Improved Autonomous Network Operation

Fatemehsadat Tabatabaeimehr, Sima Barzegar, Marc Ruiz, and Luis Velasco
F2G.4 Optical Fiber Communication Conference (OFC) 2021

Select as filters
Select Topics Cancel
Top
       
© Copyright 2024 | Optica Publishing Group. All rights reserved, including rights for text and data mining and training of artificial technologies or similar technologies.
Privacy | Terms of Use