Optimize Encoding of Polar Codes in CO-OFDM Systems Using Long Short-term Memory Neural Network

Boyou Deng; Qinghua Tian; Xiangjun Xin; Qi Zhang; Yongjun Wang; Feng Tian; Zexuan Jing

doi:10.1364/ACPC.2020.M4A.270

Asia Communications and Photonics Conference/International Conference on Information Photonics and Optical Communications 2020 (ACP/IPOC)
OSA Technical Digest (Optica Publishing Group, 2020),
paper M4A.270
•https://doi.org/10.1364/ACPC.2020.M4A.270

Optimize Encoding of Polar Codes in CO-OFDM Systems Using Long Short-term Memory Neural Network

Boyou Deng, Qinghua Tian, Xiangjun Xin, Qi Zhang, Yongjun Wang, Feng Tian, and Zexuan Jing

Asia Communications and Photonics Conference 2020

Beijing China
24–27 October 2020
ISBN: 978-1-943580-82-8

From the session
Poster Session (M4A)

Not Accessible

Your library or personal account may give you access

Get PDF
Email
Share
Get Citation
Copy Citation Text
B. Deng, Q. Tian, X. Xin, Q. Zhang, Y. Wang, F. Tian, and Z. Jing, "Optimize Encoding of Polar Codes in CO-OFDM Systems Using Long Short-term Memory Neural Network," in Asia Communications and Photonics Conference/International Conference on Information Photonics and Optical Communications 2020 (ACP/IPOC), K. Xu, D. Simeonidou, C. Chang-Hasnain, N. Wada, X. Ren, Z. Zhukov, P. Perry Shum, Y. Ji, J. Zhang, X. Zhou, C. Lu, and L. Wosinska, eds., OSA Technical Digest (Optica Publishing Group, 2020), paper M4A.270.

Export Citation
- BibTex
- Endnote (RIS)
- HTML
- Plain Text
Citation alert
Save article

Abstract

We demonstrate and verify an optimizing scheme enabled by neural network for the encoding process of polar codes coded coherent optical orthogonal frequency division multiplexing (CO-OFDM) transmission system by simulation.

PDF Article

More Like This

Optical OFDM - A Candidate for Future Long-Haul Optical Transmission Systems

S. L. Jansen, I. Morita, T. C. W. Schenk, D. van den Borne, and H. Tanaka
OMU3 Optical Fiber Communication Conference (OFC) 2008

No-Guard-Interval Coherent Optical OFDM for 100-Gb/s/ch Long-Haul Transmission Systems

Akihide Sano, Yasushi Takatori, and Yutaka Miyamoto
OTuO3 Optical Fiber Communication Conference (OFC) 2009

Recurrent Neural Networks for Short-Term Forecast of Lightpath Performance

Sandra Aladin, Stéphanie Allogba, Anh Vu Stephan Tran, and Christine Tremblay
W2A.24 Optical Fiber Communication Conference (OFC) 2020

Previous Article Next Article