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Updated: Sep 16, 2025

Transmission of Multiple Signals through an Optical Fiber Using Wavefront Shaping
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Transmission of Multiple Signals through an Optical Fiber Using Wavefront Shaping

Published on: March 20, 2017

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一个查看表辅助BiLSTM神经网络基于无线通信基础设施的数字预变压器.

Reem Al Najjar1, Oualid Hammi1

  • 1Department of Electrical Engineering, College of Engineering, American University of Sharjah, Sharjah P.O. Box 26666, United Arab Emirates.

Sensors (Basel, Switzerland)
|July 12, 2025
PubMed
概括

这项研究引入了一种新型混合预扭曲器 (LUT-A-BiNN),通过将查找表与双向长短期记忆 (BiLSTM) 神经网络相结合来改善数字预扭曲. 这种方法将5G信号的相邻通道泄漏率提高5dB.

关键词:
5G通信是5G网络中的一个.双向的长期和短期记忆.神经网络的神经网络的神经网络非线性扭曲是指非线性扭曲.功率放大器的功率放大器扭曲前预测的情况

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