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eecqupt's Projects

aerial-ris icon aerial-ris

Tri Nhu Do, Georges Kaddoum, Thanh Luan Nguyen, Daniel Benevides da Costa, and Zygmunt J. Haas, "Aerial Reconfigurable Intelligent Surface-Aided Wireless Communication Systems," IEEE PIMRC, 2021

aimap icon aimap

Map of Artificial Intelligence: Classifications, Approaches, Algorithms, Libraries, Tools, State of Art Studies, Awesome Repos, etc..

artificial-intelligence-deep-learning-machine-learning-tutorials icon artificial-intelligence-deep-learning-machine-learning-tutorials

A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Automotives, Retail, Pharma, Medicine, Healthcare by Tarry Singh until at-least 2020 until he finishes his Ph.D. (which might end up being inter-stellar cosmic networks! Who knows! 😀)

cf_uav icon cf_uav

UAV Communications With WPT-Aided Cell-Free Massive MIMO Systems

channel-feedback-for-ris icon channel-feedback-for-ris

The codes for D. Shen and L. Dai, “Dimension reduced channel feedback for reconfigurable intelligent surface aided wireless communications,” IEEE Trans. Commun., 2021.

convex-optimization-1 icon convex-optimization-1

A convex optimization course https://see.stanford.edu/Course/EE364A completed homework assignments

coupled-phase-shift-star-ris icon coupled-phase-shift-star-ris

The code for the paper "Coupled Phase-Shift STAR-RISs: A General Optimization Framework" in IEEE Wireless Commun. Lett.

crnoma_ddpg icon crnoma_ddpg

A DDPG based reinforcement learning algorithm for cognitive radio inspired non-orthogonal multiple access (CR-NOMA) systems

cvx icon cvx

A MATLAB system for disciplined convex programming

cvx-rss-toa icon cvx-rss-toa

W. Xiong, S. Mohanty, C. Schindelhauer, S. J. Rupitsch and H. C. So, "Convex Relaxation Approaches to Robust RSS-TOA Based Source Localization in NLOS Environments," in IEEE Transactions on Vehicular Technology, doi: 10.1109/TVT.2023.3259018.

d2l-en icon d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 300 universities from 55 countries including Stanford, MIT, Harvard, and Cambridge.

d3l-hb icon d3l-hb

This is the code for the paper "Data-Driven Deep Learning Based Hybrid Beamforming for Aerial Massive MIMO-OFDM Systems with Implicit CSI".

deep-learning-from-scratch icon deep-learning-from-scratch

《深度学习入门-基于Python的理论与实现》,包含源代码和高清PDF(带书签);慕课网imooc《深度学习之神经网络(CNN-RNN-GAN)算法原理-实战》;《菜菜的机器学习sklearn》

deep-reinforcement-learning-for-5g-networks icon deep-reinforcement-learning-for-5g-networks

Code for my publication: Deep Reinforcement Learning for 5G Networks: Joint Beamforming, Power Control, and Interference Coordination. Paper accepted for publication to IEEE Transactions on Communications.

deep-reinforcment-learning icon deep-reinforcment-learning

This is the repository for the deep reinforcement learning in classic and novel wireless communication scnarios.

deployment-optimization-for-wireless-sensor-networks-using-genetic-algorithm icon deployment-optimization-for-wireless-sensor-networks-using-genetic-algorithm

This repository contains the code for the network simulation used in papers "Evolution-Based Deployment Scheme for Green Internet of Things," and "A Sleep-Scheduling Oil Detection Routing Protocol for Smart Oceans Using Internet of Things". The papers were accepted and published in IEEE WF-IoT 2019 and IEEE WF-IoT 2020.

dl-channel-estimation-mamimo icon dl-channel-estimation-mamimo

This repository contains the code needed to reproduce results in the paper by M. Belgiovine, et al. “Deep Learning at the Edge for Channel Estimation in Beyond-5G Massive MIMO,” accepted at IEEE Wireless Communications Magazine (WCM), April 2021.

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