Ahmet M. Elbir's starred repositories
rate-splitting-multiple-access-for-downlink-communication-systems
RSMA relies on linearly precoded rate-splitting with SIC to decode part of the interference and treat the remaining part of the interference as noise.
DeepRL-mmWave-MANET
In this work, reinforce learning techniques like Deep Reinforcement Learning (PPO) and Multi-armed bandit are exploited to design mmWave MANET user scheduling and transmission configuration.
offgrid_ULA
MATLAB codes for "FDD massive MIMO channel estimation with arbitrary 2D-array geometry"
channel-estimation
Channel estimations based on RLS, LMS and ML methods.
MIMO-OFDM-Channel-Estimation
Channel Estimation for MIMO OFDM Systems (LSE& MMSE)
ota-gan-mimo-ce
Implementation of "Over-the-Air Design of GAN Training for mmWave MIMO Channel Estimation"
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.
Massive-MIMO-Deep-Decoder
Implementation of "Massive MIMO Channel Estimation with an untrained deep neural network"
Papper-WCNPS2021
Channel Estimation and Performance Evaluation of Multi-IRS Aided MIMO Communication System
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).
Channel-Estimation
Estimating unknown static channel coefficients on a communication system utilizing Maximum Likelihood Single-Shot Estimation algorithm.
Papper-SBrT2021
Channel Estimation and Joint Beamforming Design for Multi-IRS MIMO systems
RL-based-PL-transmission
channel prediction/estimation, beamforming
ChannelNet
Implementation of the paper "Deep Learning-Based Channel Estimation"
Deep-Convolution-Network-for-Direction-of-Arrival-Estimation-with-Sparse-Prior
this code is for the paper 'Deep Convolution Network for Direction of Arrival Estimation with Sparse Prior' pubished in IEEE spl
Alternating-minimization-algorithms-for-hybrid-precoding-in-millimeter-wave-MIMO-systems
Simulation codes for "Alternating minimization algorithms for hybrid precoding in millimeter wave MIMO systems," by Xianghao Yu, Juei-Chin Shen, Jun Zhang, and Khaled B. Letaief, IEEE J. Sel. Topics Signal Process., to appear, 2016.
Antenna-Selection
Some basic antenna selection algorithms