Traffic estimation based on long short-term memory neural network for mobile front-haul with XG-PON

Min Zhang; Bo Xu; Xiaoyun Li; Yi Cai; Baojian Wu; Kun Qiu

doi:10.3788/COL201917.070603

Chinese Optics Letters, Volume. 17, Issue 7, 070603(2019)

Traffic estimation based on long short-term memory neural network for mobile front-haul with XG-PON

Min Zhang¹, Bo Xu^1、*, Xiaoyun Li², Yi Cai¹, Baojian Wu¹, and Kun Qiu¹

¹Key Laboratory of Optical Fiber Sensing and Communications, Ministry of Education, University of Electronic Science and Technology of China, Chengdu 611731, China

²Business School, University of International Business and Economics, Beijing 100029, China

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CLP Journals

[1] Shuaidong Chen, Bo Liu, Yaya Mao, Jianxin Ren, Xiumin Song, Rahat Ullah, Delin Zhao, Lei Jiang, Shun Han, Jianye Zhao, Jiajia Shen, Xueyang Liu, "Physical layer data encryption using two-level constellation masking in 3D-CAP-PON," Chin. Opt. Lett. 19, 010601 (2021)

Cited By

[1] Garima, Vivekanand Jha, Rakesh Kumar Singh. Comprehensive performance analysis of dynamic bandwidth allocation schemes for XG-PON system. Optical Switching and Networking, 100711(2022).

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Min Zhang, Bo Xu, Xiaoyun Li, Yi Cai, Baojian Wu, Kun Qiu, "Traffic estimation based on long short-term memory neural network for mobile front-haul with XG-PON," Chin. Opt. Lett. 17, 070603 (2019)

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Paper Information

Category: Fiber Optics and Optical Communications

Received: Jan. 28, 2019

Accepted: Apr. 12, 2019

Posted: Apr. 12, 2019

Published Online: Jul. 12, 2019

The Author Email: Bo Xu (xubo@uestc.edu.cn)

DOI:10.3788/COL201917.070603

Topics

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