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A TCN Based Data-driven Method Combined with TL for Modeling in Experimental IM-DD System

Tianqian Zhang, Wu Liu, Zhiyi Zhong,Han Li, Yuhan Gong, Qingyu He, Ming Luo,Shouyin Liu

IEEE PHOTONICS TECHNOLOGY LETTERS(2025)

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Key words
Training,Optical fiber networks,Optical fiber amplifiers,Symbols,Optical fiber dispersion,Optical transmitters,Fiber nonlinear optics,Erbium-doped fiber amplifiers,Optical pulses,Optical attenuators,End-to-end channel modeling,intensity modulation-direct detection (IM-DD) system,temporal convolutional network (TCN),transfer learning (TL)
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