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Deep Learning Based Mode Group Recognition for Mode Division Multiplexing in Conventional Multimode Fiber

机译：常规多模光纤中基于深度学习的模分复用模式组识别

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We introduce a deep learning technique to perform mode group recognition for mode division multiplexing in conventional MMF. We train the network with simulated mode profiles of the first 4 mode groups and achieve recognition accuracy of 97.75%.

机译：我们介绍了一种深度学习技术，用于对常规MMF中的模式分割复用执行模式组识别。我们使用前4个模式组的模拟模式配置文件训练网络，并实现97.75％的识别精度。

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《Asia Communications and Photonics Conference》|2019年|1-3|共3页
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Andong Wang; Long Zhu;
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1. All-Fiber Full-Duplex Multimode Wavelength-Division-Multiplexing Network for Radio-Over-Multimode-Fiber Distribution of Broadband Wireless Services [J] . Larrode M.G., Koonen A.M.J. IEEE Transactions on Microwave Theory and Techniques . 2008,第1期

机译：全光纤全双工多模波分复用网络，用于宽带无线服务的无线多模光纤分配
2. Intra-group principal modes in graded-index multimode fibers used for mode group division multiplexing transmission [J] . Jiawei Han, Caifeng Qu Physical Communication . 2017,第pta2期

机译：用于模式组分割多路传输的渐变折射率多模光纤中的组内主模
3. Coupling analyses of LP_(0m) modes with optical fiber gratings in multimode fiber and their application in mode-division multiplexing transmission [J] . Liang Fang, Hongzhi Jia Optics Communications: A Journal Devoted to the Rapid Publication of Short Contributions in the Field of Optics and Interaction of Light with Matter . 2014,第Null期

机译：多模光纤中LP_（0m）模与光纤光栅的耦合分析及其在模分复用传输中的应用
4. Deep Learning Based Mode Group Recognition for Mode Division Multiplexing in Conventional Multimode Fiber [C] . Andong Wang, Long Zhu Asia Communications and Photonics Conference . 2019

机译：常规多模光纤模式分割多路复用的基于深度学习的模式组识别
5. Modeling, analysis, and design of subcarrier multiplexing on multimode fiber [D] . Kanprachar, Surachet. 2003

机译：多模光纤子载波复用模拟，分析和设计
6. Spatial Frequency Multiplexing of Fiber-Optic Interferometric Refractive Index Sensors Based on Graded-Index Multimode Fibers [O] . Li Liu, Yuan Gong, Yu Wu, 2012

机译：基于渐变折射率多模光纤的光纤干涉折射率传感器的空间复用
7. MIMO-based mode-division multiplexed transmission over multimode fibers [O] . Roland Ryf, Nicolas K. Fontaine 2014

机译：基于MIMO的模式分割多重传输在多模纤维上
8. Study of wavelength division multiplexing as a means of increasing the number of channels in multimode fiber optic communication links [R] . Bates, Harry 1990

机译：研究波分复用作为增加多模光纤通信链路中信道数量的手段

Deep Learning Based Mode Group Recognition for Mode Division Multiplexing in Conventional Multimode Fiber

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