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phd

PhD Code and documents

phy_security_noma_fd_dnn

Enhancing PHY-Security of FD-Enabled NOMA Systems Using Jamming and User Selection: Performance Analysis and DNN Evaluation

place_recognition_wifi_fingerprints_deep_learning

Deep Learning for Indoor Localization

pm2.5

Predicts the level of PM2.5 particles in one of the most polluted cities in Europe you've never heard of

posts

Pieces of code that have appeared on my blog with a focus on stochastic simulations.

power-allocation

Joint Power Control and Link Scheduling of a Wireless Network

power-control-for-wireless-sensor-networks

A centralized adaptive power control and routing algorithm for rechargeable Wireless Sensor Network with limited power source

practicalai

📚 A practical approach to machine learning.

practicals

presentation_slides

This repository contains the slides to some of my YouTube presentations.

privacy4free_dpwfl

privacyfl

A Simulator for Privacy Preserving Federated Learning

protocols

Each folder contains the code for protocol in finding the average energy of the sensor network after certain number of logical rounds specified by the name of the file. Run the code in MATLAB v7.6 to obtain the results. Visit http://bit.ly/186VWzV to download the published paper "Comparison of energy efficient routing protocols for heterogeneous wireless sensor networks".

psoadaboost

An implementation of improved AdaBoost algorithm using PSO.

pulocalization

Code for paper "Energy Efficient Localization of Primary Users for Avoiding Interference in Cognitive Networks"

pureedgesim

PureEdgeSim: A simulation framework for performance evaluation of cloud, fog, and pure edge computing environments.

pytorch-federated-learning

Decentralized Deep Learning Simulator

radiochannels

Assigning radio channels to radio towers to minimize bandwidth and interference. Based on this problem: http://www.comap.com/undergraduate/contests/mcm/contests/2000/problems/mcm.php

react-router-demo

Simple dashboard page to show off React Router

real_time_image_animation

The Project is real time application in opencv using first order model

realtime-dashboard-demo

A lightweight scalable real-time dashboard using React, GraphQL subscriptions and Redis PubSub

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

reinforcement-learning-an-introduction

Python code for Reinforcement Learning: An Introduction

reinforcement-learning-on-uavs

Realize The Automation of UAV Cluster by Reinforcement Learning Approach

rek

Matlab source code for Experience and Reputation models in the Trust Platform

resource-allocation-for-virtual-machines

Application of Particle Swarm Optimization Technique for dynamic resource allocation in a cloud computing environment

resourceallocationgame

Game Theory based Resource Allocation in Cloud Computing

resources-allocation-in-the-edge-computing-environment-using-reinforcement-learning

Simulated the scenario between edge servers and users with a clear graphic interface. Also, implemented the continuous control with Deep Deterministic Policy Gradient (DDPG) to determine the resources allocation (offload targets, computational resources, migration bandwidth) in the edge servers

rf-based-drone-surveillance-with-dl

rf-veil

This repository contains the data and code that we used for our paper "Stay Connected, Leave no Trace: Enhancing Security and Privacy in WiFi via Obfuscating Radiometric Fingerprints" (https://arxiv.org/abs/2011.12644). As of right now, this repository only contains the data we used for our evaluations. The code will be uploaded in the following weeks.