High-Precision and Flexible Optical Fiber Channel Modelling for 140 GBaud WDM System Using a Nonlinear Feature Decoupled Distributed Scheme

Authors: Shi, Minghui, Niu, Zekun, Zeng, Chuyan, Yang, Hang, Hu, Weisheng, Yi, Lilin

Source: 2024 Asia Communications and Photonics Conference (ACP) and International Conference on Information Photonics and Optical Communications (IPOC) Information Photonics and Optical Communications (IPOC), 2024 Asia Communications and Photonics Conference (ACP) and International Conference on. :1-4 Nov, 2024

Relation: 2024 Asia Communications and Photonics Conference (ACP) and International Conference on Information Photonics and Optical Communications (IPOC)

Channel Power Control for Full C-band Generalized Signal-to-Noise Ratio Optimization Based on Deep Reinforcement Learning

Authors: Xiao, Junzhe, Niu, Zekun, Li, Lyu, Shi, Minghui, Hu, Weisheng, Yi, Lilin

Source: 2024 Asia Communications and Photonics Conference (ACP) and International Conference on Information Photonics and Optical Communications (IPOC) Information Photonics and Optical Communications (IPOC), 2024 Asia Communications and Photonics Conference (ACP) and International Conference on. :1-5 Nov, 2024

Relation: 2024 Asia Communications and Photonics Conference (ACP) and International Conference on Information Photonics and Optical Communications (IPOC)

Neural Channel Model-Aided Distributed Dispersion Manage Optimization for Mitigation of Nonlinearities and Dispersion in Fibre Transmission

Authors: Zeng, Chuyan, Niu, Zekun, Yang, Hang, Shi, Minghui, Hu, Weisheng, Yi, Lilin

Source: 2024 Asia Communications and Photonics Conference (ACP) and International Conference on Information Photonics and Optical Communications (IPOC) Information Photonics and Optical Communications (IPOC), 2024 Asia Communications and Photonics Conference (ACP) and International Conference on. :1-4 Nov, 2024

Relation: 2024 Asia Communications and Photonics Conference (ACP) and International Conference on Information Photonics and Optical Communications (IPOC)

PDL Mitigation Based on SOP Optimization Using Genetic Algorithm for Digital Subcarrier Multiplexing System

Authors: Dai, Chenhao, Niu, Zekun, Hu, Weisheng, Yi, Lilin

Source: 2024 Asia Communications and Photonics Conference (ACP) and International Conference on Information Photonics and Optical Communications (IPOC) Information Photonics and Optical Communications (IPOC), 2024 Asia Communications and Photonics Conference (ACP) and International Conference on. :1-4 Nov, 2024

Relation: 2024 Asia Communications and Photonics Conference (ACP) and International Conference on Information Photonics and Optical Communications (IPOC)

Low Complexity Joint Chromatic Dispersion and Time/Frequency Offset Estimation Based on Fractional Fourier Transform

Authors: Xu, Guozhi, Niu, Zekun, Li, Lyu, Hu, Weisheng, Yi, Lilin

Source: 2024 Asia Communications and Photonics Conference (ACP) and International Conference on Information Photonics and Optical Communications (IPOC) Information Photonics and Optical Communications (IPOC), 2024 Asia Communications and Photonics Conference (ACP) and International Conference on. :1-5 Nov, 2024

Relation: 2024 Asia Communications and Photonics Conference (ACP) and International Conference on Information Photonics and Optical Communications (IPOC)

Novel Low Complexity Decision Feedback Volterra-Inspired Neural Network Equalizer for Net-355- $\text{Gbs }/\lambda$ Transmission in Short-Reach IMDD Optical System

Authors: Huang, Luyao, Zhang, Dezhi, Yan, An, Zhang, Junwen, Yi, Lilin, Jiang, Ming

Source: 2024 Asia Communications and Photonics Conference (ACP) and International Conference on Information Photonics and Optical Communications (IPOC) Information Photonics and Optical Communications (IPOC), 2024 Asia Communications and Photonics Conference (ACP) and International Conference on. :1-4 Nov, 2024

Relation: 2024 Asia Communications and Photonics Conference (ACP) and International Conference on Information Photonics and Optical Communications (IPOC)

Improve the Fitting Accuracy of Deep Learning for the Nonlinear Schrödinger Equation Using Linear Feature Decoupling Method

Authors: Zhang, Yunfan, Niu, Zekun, Shi, Minghui, Hu, Weisheng, Yi, Lilin

Source: 2024 Asia Communications and Photonics Conference (ACP) and International Conference on Information Photonics and Optical Communications (IPOC) Information Photonics and Optical Communications (IPOC), 2024 Asia Communications and Photonics Conference (ACP) and International Conference on. :1-4 Nov, 2024

Relation: 2024 Asia Communications and Photonics Conference (ACP) and International Conference on Information Photonics and Optical Communications (IPOC)

Low-complexity end-to-end deep learning framework for 100G-PON

Authors: Xu, Yongxin, Guan, Xiaokai, Jiang, Wenqing, Wang, Xudong, Hu, Weisheng, Yi, Lilin

Source: Journal of Optical Communications and Networking J. Opt. Commun. Netw. Optical Communications and Networking, Journal of. 16(11):1093-1103 Nov, 2024

Deep Learning Waveform Modeling for Wideband Optical Fiber Channel Transmission: Challenges and Potential Solutions

Authors: Shi, Minghui, Yang, Hang, Niu, Zekun, Zeng, Chuyan, Xiao, Junzhe, Zhang, Yunfan, Zheng, Zhixiong, Hu, Weisheng, Yi, Lilin

Subject Terms: Electrical Engineering and Systems Science - Signal Processing

Access URL: http://arxiv.org/abs/2501.07830

SAMA-IR: comprehensive input refinement methodology for optical networks with field-trial validation

Authors: Zhang, Yihao, Qiu, Qizhi, Liu, Xiaomin, Wu, Jiaping, Yi, Lilin, Hu, Weisheng, Zhuge, Qunbi

Subject Terms: Physics - Optics

Access URL: http://arxiv.org/abs/2412.16863

Mapping-finding input-parameter refinement paradigm for a dynamic multiband optical network digital twin: the Raman amplifier modeling case

Authors: Zhang, Yihao, Liu, Xiaomin, Qiu, Qizhi, Liu, Yichen, Yi, Lilin, Hu, Weisheng, Zhuge, Qunbi

Source: Journal of Optical Communications and Networking J. Opt. Commun. Netw. Optical Communications and Networking, Journal of. 16(10):1059-1069 Oct, 2024

Preamble Design for Joint Frame Synchronization, Frequency Offset Estimation, and Channel Estimation in Upstream Burst-mode Detection of Coherent PONs

Authors: Sun, Yongxin, Jiang, Hexun, Xu, Yicheng, Fu, Mengfan, Zhu, Yixiao, Yi, Lilin, Hu, Weisheng, Zhuge, Qunbi

Subject Terms: Electrical Engineering and Systems Science - Signal Processing

Access URL: http://arxiv.org/abs/2409.14400

First Field Trial of LLM-Powered AI Agent for Lifecycle Management of Autonomous Driving Optical Networks

Authors: Liu, Xiaomin, Qiu, Qizhi, Zhang, Yihao, Cheng, Yuming, Yi, Lilin, Hu, Weisheng, Zhuge, Qunbi

Subject Terms: Electrical Engineering and Systems Science - Systems and Control

Access URL: http://arxiv.org/abs/2409.14605

Intelligent Mode-Locking Enabled by Real-Time Reinforcement Learning

Authors: Wang, Jiajin, Pu, Guoqing, Fang, Zhiwei, Luo, Chao, Wu, Yong, Yi, Lilin

Source: 2023 Asia Communications and Photonics Conference/2023 International Photonics and Optoelectronics Meetings (ACP/POEM) Communications and Photonics Conference/2023 International Photonics and Optoelectronics Meetings (ACP/POEM), 2023 Asia. :1-4 Nov, 2023

Relation: 2023 Asia Communications and Photonics Conference/2023 International Photonics and Optoelectronics Meetings (ACP/POEM)

Preamble Design for Joint Frame Synchronization, Frequency Offset Estimation and Channel Estimation in Burst Mode Coherent PONs

Authors: Sun, Yongxin, Jiang, Hexun, Yi, Lilin, Hu, Weisheng, Zhuge, Qunbi

Source: 2024 Optical Fiber Communications Conference and Exhibition (OFC) Optical Fiber Communications Conference and Exhibition (OFC), 2024. :1-3 Mar, 2024

Relation: 2024 Optical Fiber Communications Conference and Exhibition (OFC)

Demonstration of ROADM Status Visualization Based on Receiver DSP and Digital Twin Modeling

Authors: Cai, Meng, Liu, Xiaomin, Fu, Mengfan, Zeng, Xiaobo, Liu, Yichen, Zhang, Yihao, Yi, Lilin, Hu, Weisheng, Zhuge, Qunbi

Source: 2024 Optical Fiber Communications Conference and Exhibition (OFC) Optical Fiber Communications Conference and Exhibition (OFC), 2024. :1-3 Mar, 2024

Relation: 2024 Optical Fiber Communications Conference and Exhibition (OFC)

Auto-DTWave: Digital Twin-Aided Autonomous Optical Network Operation with Continuous Wavelength Loading

Authors: Liu, Xiaomin, Qiu, Qizhi, Zhang, Yihao, Cai, Meng, Liu, Yichen, Yi, Lilin, Hu, Weisheng, Zhuge, Qunbi

Source: 2024 Optical Fiber Communications Conference and Exhibition (OFC) Optical Fiber Communications Conference and Exhibition (OFC), 2024. :1-3 Mar, 2024

Relation: 2024 Optical Fiber Communications Conference and Exhibition (OFC)

End-to-End Joint Digital and Optical Signal Processing Enabled by Interpretable Deep Learning for Coherent Optical Communication Systems

Authors: Liu, Qiaoya, Fu, Mengfan, Liu, Xiaomin, Yi, Lilin, Hu, Weisheng, Zhuge, Qunbi

Source: 2024 Optical Fiber Communications Conference and Exhibition (OFC) Optical Fiber Communications Conference and Exhibition (OFC), 2024. :1-3 Mar, 2024

Relation: 2024 Optical Fiber Communications Conference and Exhibition (OFC)

Enhancing Generalization in Neural Channel Model for Optical Fiber WDM Transmission through Learned Encoding of System Parameters

Authors: Zeng, Chuyan, Niu, Zekun, Yang, Hang, Shi, Minghui, Hu, Weisheng, Yi, Lilin

Source: 2024 Optical Fiber Communications Conference and Exhibition (OFC) Optical Fiber Communications Conference and Exhibition (OFC), 2024. :1-3 Mar, 2024

Relation: 2024 Optical Fiber Communications Conference and Exhibition (OFC)

Improved Physics-based Raman Amplifier Model in C+L Networks through Input Parameter Refinement

Authors: Zhang, Yihao, Liu, Xiaomin, Qiu, Qizhi, Liu, Yichen, Yi, Lilin, Hu, Weisheng, Zhuge, Qunbi

Source: 2024 Optical Fiber Communications Conference and Exhibition (OFC) Optical Fiber Communications Conference and Exhibition (OFC), 2024. :1-3 Mar, 2024

Relation: 2024 Optical Fiber Communications Conference and Exhibition (OFC)