End-to-End Learning of Constellation Shaping for Optical Fiber Communication Systems
Jiang, Wenshan, Zhao, Xue, Huang, Fangfang, Huang, Xiatao, Jin, Taowei, Lin, Hong, Zhang, Jing, Qiu, Kun
Published in IEEE photonics journal (01.12.2023)
Published in IEEE photonics journal (01.12.2023)
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Journal Article
A Comprehensive Comparison of Simplified Volterra Equalization and Kramers–Kronig Schemes in 200 Gb/s/λ PON Downlink Transmission
Yang, Hao, Su, Huanran, Yang, Tao, Wang, Guan, Xie, Yun, Yi, Liuke, Huang, Xingang, Ma, Zhuang, Zhong, Yiming, Huang, Xiatao, Liu, Bo
Published in Photonics (01.07.2024)
Published in Photonics (01.07.2024)
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Journal Article
Signal Degradation and Excess Insertion Loss of Optical Mach–Zehnder Modulators in the Presence of Electronic Dispersion Compensation
Huang, Xiatao, Yi, Xingwen, Zhu, Mingyue, Zhang, Jing, Zhang, Zengjie, Song, Yang, Qiu, Kun
Published in IEEE photonics journal (01.08.2017)
Published in IEEE photonics journal (01.08.2017)
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Journal Article
An iterative BP-CNN decoder for optical fiber communication systems
Zhang, Jing, Jiang, Wenshan, Zhou, Jiahao, Zhao, Xue, Huang, Xiatao, Yu, Zhenming, Yi, Xingwen, Qiu, Kun
Published in Optics letters (01.05.2023)
Published in Optics letters (01.05.2023)
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Journal Article
Design of fully interpretable neural networks for digital coherent demodulation
Huang, Xiatao, Jiang, Wenshan, Yi, Xingwen, Zhang, Jing, Jin, Taowei, Zhang, Qianwu, Xu, Bo, Qiu, Kun
Published in Optics express (26.09.2022)
Published in Optics express (26.09.2022)
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Journal Article
Imbalanced Digital Back-Propagation for Nonlinear Optical Fiber Transmissions
Yi, Xingwen, Huang, Xiatao, Zhang, Jing, Xu, Bo, Li, Fan, Li, Zhaohui
Published in Journal of lightwave technology (15.07.2021)
Published in Journal of lightwave technology (15.07.2021)
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Journal Article
Phase rearrangement shell mapping in single-span nonlinear optical fiber communication system
Jin, Taowei, Yi, Xingwen, Lin, Hong, Zhang, Jing, Huang, Xiatao, Bai, Linchangchun, Zhang, Qianwu, Qiu, Kun
Published in Optics communications (01.03.2023)
Published in Optics communications (01.03.2023)
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Journal Article
Optical single side-band Nyquist PAM-4 transmission using dual-drive MZM modulation and direct detection
Zhu, Mingyue, Zhang, Jing, Yi, Xingwen, Ying, Hao, Li, Xiang, Luo, Ming, Song, Yingxiong, Huang, Xiatao, Qiu, Kun
Published in Optics express (19.03.2018)
Published in Optics express (19.03.2018)
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Journal Article
Meta-Learning Assisted Source Domain Optimization for Transfer Learning Based Optical Fiber Nonlinear Equalization
Zhang, Jing, Xu, Tao, Jin, Taowei, Jiang, Wenshan, Hu, Shaohua, Huang, Xiatao, Xu, Bo, Yu, Zhenming, Yi, Xingwen, Qiu, Kun
Published in Journal of lightwave technology (01.03.2023)
Published in Journal of lightwave technology (01.03.2023)
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Journal Article
Performance Evaluation of Digital Back-Propagation in the Presence of Power Excursion
Huang, Xiatao, Yi, Xingwen, Jin, Taowei, Zhang, Jing, Xu, Bo, Li, Fan
Published in IEEE photonics technology letters (15.09.2021)
Published in IEEE photonics technology letters (15.09.2021)
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Journal Article
Terabit optical OFDM superchannel transmission via coherent carriers of a hybrid chip-scale soliton frequency comb
Geng, Yong, Huang, Xiatao, Cui, Wenwen, Ling, Yun, Xu, Bo, Zhang, Jin, Yi, Xingwen, Wu, Baojian, Huang, Shu-Wei, Qiu, Kun, Wong, Chee Wei, Zhou, Heng
Published in Optics letters (15.05.2018)
Published in Optics letters (15.05.2018)
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Journal Article
High-Speed Optical SSB Transmissions Using Direct Detection
Yi, Xingwen, Zhu, Mingyue, Zhang, Jing, Huang, Xiatao, Qiu, Kun
Published in 2018 23rd Opto-Electronics and Communications Conference (OECC) (01.07.2018)
Published in 2018 23rd Opto-Electronics and Communications Conference (OECC) (01.07.2018)
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Conference Proceeding
Closed-form solutions for nonlinear Shannon limit due to Kerr effect in optical fibre transmissions with digital backpropagation
Huang, Xiatao, Yi, Xingwen, Tang, Wei, Hu, Shaohua, Zhu, Mingyue, Zhang, Jing, Xu, Bo, Qiu, Kun
Published in Optics communications (01.04.2019)
Published in Optics communications (01.04.2019)
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Journal Article
Capacity limits of dispersive fiber links with direct-modulation/direct-detection using adaptively modulated optical OFDM
Xiatao Huang, Xingwen Yi, Taiping Ye, Juntao Dang, Lusen Qian, Jing Zhang, Kun Qiu
Published in 2016 IEEE/CIC International Conference on Communications in China (ICCC) (01.07.2016)
Published in 2016 IEEE/CIC International Conference on Communications in China (ICCC) (01.07.2016)
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Conference Proceeding
Fourier Neural Operator Based Modeling of Long-Haul Optical Fiber Channel in Dual-Polarization Systems
Huang, Fangfang, Huang, Xiatao, Lin, Hong, Zhang, Jing, Xu, Bo, Qiu, Kun
Published in 2023 Asia Communications and Photonics Conference/2023 International Photonics and Optoelectronics Meetings (ACP/POEM) (04.11.2023)
Published in 2023 Asia Communications and Photonics Conference/2023 International Photonics and Optoelectronics Meetings (ACP/POEM) (04.11.2023)
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Conference Proceeding
Meta-learning Accelerated Bi-LSTM for Fiber Nonlinearity Compensation
Ren, Xuecheng, Liu, Jiaming, Huang, Xiatao, Zhang, Qianwu, Zhang, Jing, Qiu, Kun
Published in 2023 21st International Conference on Optical Communications and Networks (ICOCN) (31.07.2023)
Published in 2023 21st International Conference on Optical Communications and Networks (ICOCN) (31.07.2023)
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Conference Proceeding
Accurate Data-driven Fiber Channel Modeling Based on BiLSTM and Conditional GAN
Liu, Jiaming, Huang, Xiatao, Ren, Xuecheng, Li, Jinjiang, Zhang, Jing, Zhang, Qianwu
Published in 2023 Opto-Electronics and Communications Conference (OECC) (02.07.2023)
Published in 2023 Opto-Electronics and Communications Conference (OECC) (02.07.2023)
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Conference Proceeding
Dispersion Compensation Optimization Based on Neural Network
Chang, Dengpan, Huang, Xiatao, Zhangl, Jing, Xu, Bo, Yi, Xingwen, Qiu, Kun
Published in 2022 20th International Conference on Optical Communications and Networks (ICOCN) (12.08.2022)
Published in 2022 20th International Conference on Optical Communications and Networks (ICOCN) (12.08.2022)
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Conference Proceeding
Multi-Task Learning Aided Neural Networks for Equalization in Coherent Optical System
Huang, Fangfang, Huang, Xiatao, Zhang, Jing, Xu, Bo, Yi, Xingwen, Zhang, Qianwu, Qiu, Kun
Published in 2022 IEEE/CIC International Conference on Communications in China (ICCC) (11.08.2022)
Published in 2022 IEEE/CIC International Conference on Communications in China (ICCC) (11.08.2022)
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Conference Proceeding