serly93's repositories
CDRN-channel-estimation-IRS
Code for our paper 'Deep Residual Network Empowered Channel Estimation for IRS-Assisted Multi-User Communication Systems'.
ChannelEstimation-RIS-MUmmWAVe-MIMO-Systems
TWC: Channel Estimation for Reconfigurable Intelligent Surface Aided Multi-User mmWave MIMO Systems
ChannelNet
Implementation of the paper "Deep Learning-Based Channel Estimation"
deepChannelLearning4RIS
Channel Estimation for Reconfigurable Intelligent Surface via Deep Learning
Distributed-Compressive-Sensing-A-Deep-Learning-Approach
Distributed Compressive Sensing: A Deep Learning Approach
IRSdiagnosis
MATLAB codes for implementing the diagnostic techniques in "Diagnosis of Intelligent Reflecting Surface in Millimeter-wave Communication Systems". Original article available at https://ieeexplore.ieee.org/abstract/document/9614042
Numerical-Optimization-Machine-learning
Codes for popular numerical optimization methods and machine learning algorithms
onsager_deep_learning
Code to accompany the paper "AMP-Inspired Deep Networks for Sparse Linear Inverse Problems"
partitionshap-multiband-demo
Exploring SHAP on raster datasets or arbitrary number of bands/channels
RIS_Codes_Collection
A collection contains the codes for RIS(IRS) papers.
sionna
Sionna: An Open-Source Library for Next-Generation Physical Layer Research
spl18
Massive MIMO Channel Estimation for Millimeter Wave Systems via Matrix Completion
zennit
Zennit is a high-level framework in Python using PyTorch for explaining/exploring neural networks using attribution methods like LRP.