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aa-admm

# AA-ADMM Python code for the numerical examples in the paper [On the Asymptotic Linear Convergence Speed of Anderson Acceleration Applied to ADMM](https://link.springer.com/article/10.1007/s10915-021-01548-2)

bf-design-with-dl

Beamforming design with deep learning.

camerapredictsbeams

Vision-Aided Wireless Communications

de_projects

Data Engineering Projects

deep-learning-for-svd-and-hybrid-beamforming

Deep Learning for SVD and Hybrid Beamforming

deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

deep-reinforcement-learning-for-intelligent-reflecting-surfaces

deep-reinforcement-learning-hands-on

Hands-on Deep Reinforcement Learning, published by Packt

deephybridbeamforming

These MATLAB scripts are prepared by A.M.E for the following paper, A. M. Elbir, "CNN-Based Precoder and Combiner Design in mmWave MIMO Systems," IEEE Communications Letters, vol. 23, no. 7, pp. 1240-1243, July 2019 please cite the above work if you use this codes

deephybridbeamforming-1

% These MATLAB scripts are prepared by A.M.E for the following paper, % A. M. Elbir, "CNN-Based Precoder and Combiner Design in mmWave MIMO Systems," IEEE Communications Letters, vol. 23, no. 7, pp. 1240-1243, July 2019 % please cite the above work if you use this codes, % For any comments and questions please email: [email protected] %

deepirs

A repository for the DeepIRS project codes

deeplearning-coordinatedbeamforming

Simulation code for "Deep Learning Coordinated Beamforming for Highly-Mobile Millimeter Wave Systems" by Ahmed Alkhateeb, Sam Alex, Paul Varkey, Ying Li, Qi Qu, and Djordje Tujkovic, in IEEE Access, vol. 6, pp. 37328-37348, 2018.

demo-repo1

dl-massive-mimo

DL tackling Massive-MIMO problems

end2end_gan

Conditional GAN based End-to-End Communication System

energy-efficient-wireless-communications-with-distributed-reconfigurable-intelligent-surfaces

Energy-Efficient-Wireless-Communications-with-Distributed-Reconfigurable-Intelligent-Surfaces

gradient-desc-repo

Gradient Descent repository

hybrid-beamforming

This example introduces the basic concept of hybrid beamforming and shows how to split the precoding and combining weights using orthogonal matching pursuit algorithm.

hybrid-beamforming-for-millimeter-wave-systems-using-the-mmse-criterion

The Matlab Simulation codes for Hybrid Beamforming for Millimeter Wave Systems Using the MMSE Criterion.

hybridprecodingopt

Optimization algorithms for hybrid precoding in mmWave MIMO systems: Version 1.1.0

investigating-ofdm-systems

This is a project to investigate schemes in OFDM systems such as channel estimation, symbol detection, channel equalization, etc..

irs_mimo_underlayspectrumsharing

Simulation code for "Achievable Rate Maximization for Underlay Spectrum Sharing MIMO System with Intelligent Reflecting Surface," by V. Kumar, M. F. Flanagan, R. Zhang, and L. -N. Tran, IEEE Wireless Communications Letters, 2022, doi: 10.1109/LWC.2022.3180988.

isac-plm

Integrated Sensing and Communication Physical layer (PHY) model of IEEE 802.11ay/bf.

kaggle-disaster-tweet

Team 2 Kaggle Mini Project 2

kaggle-spaceship-titanic

kaggle-titanic-project

Team 2 Kaggle - Titanic Project

marl-papers

Paper list of multi-agent reinforcement learning (MARL)

ml_learn-repo

My Machine Learning Journey

multi_variable_repo

naive_bayes_classifier