serly93's Projects
Code for our paper 'Deep Residual Network Empowered Channel Estimation for IRS-Assisted Multi-User Communication Systems'.
TWC: Channel Estimation for Reconfigurable Intelligent Surface Aided Multi-User mmWave MIMO Systems
Implementation of the paper "Deep Learning-Based Channel Estimation"
Channel Estimation for Reconfigurable Intelligent Surface via Deep Learning
Distributed Compressive Sensing: A Deep Learning Approach
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
Codes for popular numerical optimization methods and machine learning algorithms
Code to accompany the paper "AMP-Inspired Deep Networks for Sparse Linear Inverse Problems"
Exploring SHAP on raster datasets or arbitrary number of bands/channels
A collection contains the codes for RIS(IRS) papers.
Sionna: An Open-Source Library for Next-Generation Physical Layer Research
Massive MIMO Channel Estimation for Millimeter Wave Systems via Matrix Completion
Zennit is a high-level framework in Python using PyTorch for explaining/exploring neural networks using attribution methods like LRP.