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

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

Beijing University of Posts and Telecommunications

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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.

Original language	English
Title of host publication	2020 Asia Communications and Photonics Conference, ACP 2020 and International Conference on Information Photonics and Optical Communications, IPOC 2020 - Proceedings
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9781943580828
Publication status	Published - Oct 2020
Externally published	Yes
Event	2020 Asia Communications and Photonics Conference, ACP 2020 and International Conference on Information Photonics and Optical Communications, IPOC 2020 - Beijing, China Duration: 24 Oct 2020 → 27 Oct 2020

Publication series

Name	2020 Asia Communications and Photonics Conference, ACP 2020 and International Conference on Information Photonics and Optical Communications, IPOC 2020 - Proceedings

Conference

Conference	2020 Asia Communications and Photonics Conference, ACP 2020 and International Conference on Information Photonics and Optical Communications, IPOC 2020
Country/Territory	China
City	Beijing
Period	24/10/20 → 27/10/20

Cite this

Deng, B., Tian, Q., Xin, X., Zhang, Q., Wang, Y., Tian, F., & Jing, Z. (2020). Optimize Encoding of Polar Codes in CO-OFDM Systems Using Long Short-term Memory Neural Network. In 2020 Asia Communications and Photonics Conference, ACP 2020 and International Conference on Information Photonics and Optical Communications, IPOC 2020 - Proceedings Article 9365226 (2020 Asia Communications and Photonics Conference, ACP 2020 and International Conference on Information Photonics and Optical Communications, IPOC 2020 - Proceedings). Institute of Electrical and Electronics Engineers Inc..

Deng, Boyou ; Tian, Qinghua ; Xin, Xiangjun et al. / Optimize Encoding of Polar Codes in CO-OFDM Systems Using Long Short-term Memory Neural Network. 2020 Asia Communications and Photonics Conference, ACP 2020 and International Conference on Information Photonics and Optical Communications, IPOC 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2020. (2020 Asia Communications and Photonics Conference, ACP 2020 and International Conference on Information Photonics and Optical Communications, IPOC 2020 - Proceedings).

@inproceedings{59440693a03848b99321373023f607c9,

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

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.",

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

note = "Publisher Copyright: {\textcopyright} 2020 The Author(s); 2020 Asia Communications and Photonics Conference, ACP 2020 and International Conference on Information Photonics and Optical Communications, IPOC 2020 ; Conference date: 24-10-2020 Through 27-10-2020",

year = "2020",

month = oct,

language = "English",

series = "2020 Asia Communications and Photonics Conference, ACP 2020 and International Conference on Information Photonics and Optical Communications, IPOC 2020 - Proceedings",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

booktitle = "2020 Asia Communications and Photonics Conference, ACP 2020 and International Conference on Information Photonics and Optical Communications, IPOC 2020 - Proceedings",

address = "United States",

}

Deng, B, Tian, Q, Xin, X, Zhang, Q, Wang, Y, Tian, F & Jing, Z 2020, Optimize Encoding of Polar Codes in CO-OFDM Systems Using Long Short-term Memory Neural Network. in 2020 Asia Communications and Photonics Conference, ACP 2020 and International Conference on Information Photonics and Optical Communications, IPOC 2020 - Proceedings., 9365226, 2020 Asia Communications and Photonics Conference, ACP 2020 and International Conference on Information Photonics and Optical Communications, IPOC 2020 - Proceedings, Institute of Electrical and Electronics Engineers Inc., 2020 Asia Communications and Photonics Conference, ACP 2020 and International Conference on Information Photonics and Optical Communications, IPOC 2020, Beijing, China, 24/10/20.

Optimize Encoding of Polar Codes in CO-OFDM Systems Using Long Short-term Memory Neural Network. / Deng, Boyou; Tian, Qinghua; Xin, Xiangjun et al.
2020 Asia Communications and Photonics Conference, ACP 2020 and International Conference on Information Photonics and Optical Communications, IPOC 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2020. 9365226 (2020 Asia Communications and Photonics Conference, ACP 2020 and International Conference on Information Photonics and Optical Communications, IPOC 2020 - Proceedings).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Optimize Encoding of Polar Codes in CO-OFDM Systems Using Long Short-term Memory Neural Network

AU - Deng, Boyou

AU - Tian, Qinghua

AU - Xin, Xiangjun

AU - Zhang, Qi

AU - Wang, Yongjun

AU - Tian, Feng

AU - Jing, Zexuan

PY - 2020/10

Y1 - 2020/10

N2 - 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.

AB - 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.

UR - http://www.scopus.com/inward/record.url?scp=85102764266&partnerID=8YFLogxK

M3 - Conference contribution

AN - SCOPUS:85102764266

T3 - 2020 Asia Communications and Photonics Conference, ACP 2020 and International Conference on Information Photonics and Optical Communications, IPOC 2020 - Proceedings

BT - 2020 Asia Communications and Photonics Conference, ACP 2020 and International Conference on Information Photonics and Optical Communications, IPOC 2020 - Proceedings

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2020 Asia Communications and Photonics Conference, ACP 2020 and International Conference on Information Photonics and Optical Communications, IPOC 2020

Y2 - 24 October 2020 through 27 October 2020

ER -

Deng B, Tian Q, Xin X, Zhang Q, Wang Y, Tian F et al. Optimize Encoding of Polar Codes in CO-OFDM Systems Using Long Short-term Memory Neural Network. In 2020 Asia Communications and Photonics Conference, ACP 2020 and International Conference on Information Photonics and Optical Communications, IPOC 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc. 2020. 9365226. (2020 Asia Communications and Photonics Conference, ACP 2020 and International Conference on Information Photonics and Optical Communications, IPOC 2020 - Proceedings).

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

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