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hongdi-sun's Projects

dcdicl_denoising icon dcdicl_denoising

Official implementation of Deep Convolutional Dictionary Learning for Image Denoising.

deepslice icon deepslice

DeepSlice: A Deep Learning Approach towards an Efficient and Reliable Network Slicing in 5G Networks

droo icon droo

Deep Reinforcement Learning for Online Computation Offloading in Wireless Powered Mobile-Edge Computing Networks

energy-efficient-slicing icon energy-efficient-slicing

Matlab code for the simulation of my paper entitled "Joint Resource and Admission Management for Slice-enabled Networks"

jo-cdsd icon jo-cdsd

Simulation code of our paper ''Joint Optimization of Base Station Clustering and Service Caching in User-Centric MEC''

mec_drl icon mec_drl

Deep reinforcement learning for mobile edge computing

radio-frequency-fingerprinting icon radio-frequency-fingerprinting

Using a dataset of raw IQ complex values. Extracted RF signals, and explored ways to reduce data dimensionality and increase machine learning models predictability. Dataset used can be found at the link below

spectral-spatial-rf-pulse-design icon spectral-spatial-rf-pulse-design

This package includes Matlab functions to design spectral-spatial RF pulses (also known as spatial-spectral RF pulses) for application to magnetic resonance spectroscopy and imaging

transformers icon transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

turbo-3gpp-matlab icon turbo-3gpp-matlab

Matlab simulations of the encoder and decoder for the LTE turbo code from 3GPP Release 15

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