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8 search results found

Deep Learning Based Channel Estimation Schemes For Ieee 802.11p Standard ⭐ 24

This repository includes the source code of the STA-DNN and TRFI DNN channel estimators proposed in "Deep Learning Based Channel Estimation Schemes for IEEE 802.11 p Standard" and "Joint TRFI and Deep Learning for Vehicular Channel Estimation" papers that are published in the IEEE Access journal and the proceedings of the 2020 IEEE GLOBECOM Workshops, respectively.

Channel Estimation ⭐ 24

Simulates an FBMC and OFDM transmission over a doubly-selective channel. Allows to reproduce all figures from "Doubly-Selective Channel Estimation in FBMC-OQAM and OFDM Systems", IEEE VTC Fall, 2018

Temporal Averaging Lstm Based Channel Estimation Scheme For Ieee 802.11p Standard ⭐ 16

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).

Cnn Aided Weighted Interpolation For Channel Estimation In Vehicular Communications ⭐ 14

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.

Enhancing_least_square_channel_estimation_using_deep_learning ⭐ 13

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.

Ota Gan Mimo Ce ⭐ 13

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

Low Complex Methods For Robust Channel Estimation In Doubly Dispersive Environments ⭐ 6

This repository includes the source code of the DFT-based channel estimators proposed in "Low Complex Methods for Robust Channel Estimation in Doubly Dispersive Environments" paper [1] that is published in the IEEE Access, 2022.

Fbmc Channel Estimation Based On Svr ⭐ 5

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

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