serly93

adversarial-MTSR

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"

Deep-Reinforcement-Learning-for-Intelligent-reflecting-Surfaces

Deep_RIS_Tuning_for_Rich_Scattering_Environments

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

serly93/adversarial-MTSR

serly93/CDRN-channel-estimation-IRS

Code for our paper 'Deep Residual Network Empowered Channel Estimation for IRS-Assisted Multi-User Communication Systems'.

serly93/ChannelEstimation-RIS-MUmmWAVe-MIMO-Systems

TWC: Channel Estimation for Reconfigurable Intelligent Surface Aided Multi-User mmWave MIMO Systems

serly93/ChannelNet

Implementation of the paper "Deep Learning-Based Channel Estimation"

serly93/Deep-Reinforcement-Learning-for-Intelligent-reflecting-Surfaces

serly93/Deep_RIS_Tuning_for_Rich_Scattering_Environments

serly93/deepChannelLearning4RIS

Channel Estimation for Reconfigurable Intelligent Surface via Deep Learning

serly93/Distributed-Compressive-Sensing-A-Deep-Learning-Approach

Distributed Compressive Sensing: A Deep Learning Approach

serly93/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

serly93/Numerical-Optimization-Machine-learning

Codes for popular numerical optimization methods and machine learning algorithms

serly93/onsager_deep_learning

Code to accompany the paper "AMP-Inspired Deep Networks for Sparse Linear Inverse Problems"

serly93/partitionshap-multiband-demo

Exploring SHAP on raster datasets or arbitrary number of bands/channels

serly93/RIS_Codes_Collection

A collection contains the codes for RIS(IRS) papers.

serly93/sionna

Sionna: An Open-Source Library for Next-Generation Physical Layer Research

serly93/spl18

Massive MIMO Channel Estimation for Millimeter Wave Systems via Matrix Completion

serly93/xai-regression

serly93/zennit

Zennit is a high-level framework in Python using PyTorch for explaining/exploring neural networks using attribution methods like LRP.