channel-estimation 开源项目推荐（78 个）

ML4Comm-Netw /Paper-with-Code-of-Wireless-communication-Based-on-DL

无线与深度学习结合的论文代码整理/Paper-with-Code-of-Wireless-communication-Based-on-DL

rnissel /Channel-Estimation

模拟FBMC和OFDM在双选择信道上的传输。允许重现《FBMC-OQAM和OFDM系统中的双选择性信道估计》中的所有数据，IEEE VTC秋季，2018年秋季

just1nGH /MIMO-OFDM-Channel-Estimation

MIMO OFDM 系统（LSE 和 MMSE）的信道估计

YudiDong /Channel_Estimation_cGAN

使用条件GAN进行一比特多用户大规模MIMO通道估计

benediktfesl /Diffusion_channel_est

论文《基于扩散的生成先验用于低复杂度MIMO通道估计》的源代码

abdulkarimgizzini /Enhancing_Least_Square_Channel_Estimation_Using_Deep_Learning

This repository includes the source code of the LS-DNN based channel estimators proposed in "Enhancing Least Square Channel Estimation Using Deep Learning" paper that is published in the proceedings of the 2020 IEEE 91st Vehicular Technology Conference (VTC2020-Spring) virtual conference.

j991222 /MIMO_JCESD

A Comparative Study of Deep Learning and Iterative Algorithms for Joint Channel Estimation and Signal Detection in OFDM Systems

ocatak /6g-channel-estimation-dataset

6G Wireless Communication Security - Deep Learning Based Channel Estimation Dataset

abdulkarimgizzini /Deep-Learning-Based-Channel-Estimation-Schemes-for-IEEE-802.11p-Standard

该库包含了STA-DNN和TRFI DNN通道估计器的源代码，这些模型分别发表在IEEE Access期刊和2020年IEEE GLOBECOM研讨会论文中，分别发表于《基于深度学习的基于IEEE 802.11 p标准的通道估计方案》和《联合TRFI与深度学习用于车辆通道估计》论文中。

abdulkarimgizzini /DL-based-Channel-Estimation-in-Doubly-Dispersive-Environments-

This repository includes the source code of the DL-based symbol-by-symbol and frame-by-frame channel estimators proposed in "A Survey on Deep Learning Based Channel Estimation in Doubly Dispersive Environments" paper [1] that is published in the IEEE Access, 2022.

gokhanntosun /channel-estimation

Channel estimations based on RLS, LMS and ML methods.

abdulkarimgizzini /CNN-Aided-Weighted-Interpolation-for-Channel-Estimation-in-Vehicular-Communications

This repository includes the source code of the CNN-based channel estimators proposed in "CNN Aided Weighted Interpolation for Channel Estimation in Vehicular Communications" paper [1] that is published in the IEEE Transactions on Vehicular Technology, 2021.

akashsdoshi96 /ota-gan-mimo-ce

Implementation of "Over-the-Air Design of GAN Training for mmWave MIMO Channel Estimation"

szhidkov /joint-channel-nonlinear-ofdm

Joint Channel Estimation and Nonlinear Distortion Compensation in OFDM Receivers (Bussgang-type receiver)

abdulkarimgizzini /Temporal-Averaging-LSTM-based-Channel-Estimation-Scheme-for-IEEE-802.11p-Standard

This repository includes the source code of the LSTM-based channel estimators proposed in "Temporal Averaging LSTM-based Channel Estimation Scheme for IEEE 802.11 p Standard" paper that is published in the proceedings of the IEEE GLOBECOM 2022 conference that was held in Madrid (Spain).

SAIC-MONTREAL /CeBed

Data-Driven Channel Estimation Test Bed

KaygoYM /FBMC-channel-estimation-based-on-SVR

Based on the SVR interpolation, a new method about the time-varying channel estimation of FBMC is proposed.

akashsdoshi96 /Massive-MIMO-Deep-Decoder

Implementation of "Massive MIMO Channel Estimation with an untrained deep neural network"

gaozhen16 /gaozhen16.github.io

Research homepage

ahmd-mohsin /cl-wcp

Continual Learning for Wireless Channel Prediction