deepChannelLearning4RIS
所属分类：人工智能/神经网络/深度学习
开发工具：matlab
文件大小：10KB
下载次数：3
上传日期：2020-07-28 07:42:42
上 传 者：
sh-1993
说明： 深度信道学习4RIS，基于深度学习的可重构智能表面信道估计
(deepChannelLearning4RIS,Channel Estimation for Reconfigurable Intelligent Surface via Deep Learning)
文件列表:
array_respones.m (154, 2020-07-28)
calculateRate_WB_SU.m (505, 2020-07-28)
generate_channel_H.m (2546, 2020-07-28)
generate_channel_H_LIS.m (2505, 2020-07-28)
m054_train_v0.m (10006, 2020-07-28)
non_overlapbeam.m (98, 2020-07-28)
stopIfAccuracyNotImproving.m (1072, 2020-07-28)
train_ChannelNet.m (2726, 2020-07-28)
wideband_channel_extractDOAs.m (2556, 2020-07-28)
# deepChannelLearning4RIS
Channel Estimation for Reconfigurable Intelligent Surface via Deep Learning
MATLAB Codes for the paper:
A. M. Elbir, A Papazafeiropoulos, P. Kourtessis, and S. Chatzinotas, "Deep Channel Learning For Large Intelligent Surfaces Aided mm-Wave Massive MIMO Systems", IEEE Wireless Communications Letters, in press, 2020.
Prepared by Ahmet M. Elbir, 2020, Please cite the above work if you use this code. e-mail me for questions via: ahmetmelbir@gmail.com
This includes the data generation for the training dataset and model training.
This document is prepared upon request from the colleagues. The code includes several unnecesary parts. I will update it soon.
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