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Aug, 2023
神经网络在无线信道预测中的比较
A Comparison of Neural Networks for Wireless Channel Prediction
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Oscar Stenhammar, Gabor Fodor, Carlo Fischione
TL;DR
现代无线通信系统的性能在很大程度上取决于发送方和接收方所拥有的可用信道状态信息(CSI)的质量。本文通过比较预测质量的表现,对适用于信道预测的最新神经网络进行了综述和对比分析,并提出了选择最适合信道预测应用的神经网络的指南。
Abstract
The performance of modern
wireless communications systems
depends critically on the quality of the available
channel state information
(CSI) at the transmitter and receiver. Several previous works have proposed c
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