Source Code to my master's thesis with the topic "End-to-end optimisation of MIMO systems using deep learning autoencoders"
☆25Mar 15, 2019Updated 6 years ago
Alternatives and similar repositories for Master-Thesis
Users that are interested in Master-Thesis are comparing it to the libraries listed below
Sorting:
- [NOT OFFICIAL VERSION] Communication Algorithms via Deep Learning. Paper: https://arxiv.org/abs/1805.09317☆20Jul 21, 2018Updated 7 years ago
- Tensorflow Implementation and result of Auto-encoder Based Communication System From Research Paper : "An Introduction to Deep Learning f…☆135Jul 14, 2020Updated 5 years ago
- My graduation project.☆13Oct 12, 2023Updated 2 years ago
- This project is the problem solving code for the Question B of the graduate mathematics modeling competition. Modeling of Fibre Channel a…☆18Sep 22, 2018Updated 7 years ago
- Using Keras to validate the simulation results according to Paper : "An Introduction to Deep Learning for the Physical Layer"☆31Apr 9, 2018Updated 7 years ago
- Spring 2017 Deep Reinforcement Learning Final Project☆30May 13, 2017Updated 8 years ago
- PyTorch implementation for part of paper "An Introduction to Deep Learning for the Physical Layer" by Kenta Iwasaki on behalf of Gram.AI.☆59Jan 11, 2018Updated 8 years ago
- This is the code package related to the follow scientific article: Luca Sanguinetti, Alessio Zappone, Merouane Debbah 'Deep-Learning-Pow…☆97Apr 14, 2020Updated 5 years ago
- ☆10Dec 8, 2019Updated 6 years ago
- Coverage Analysis for Millimeter-wave in cellular network☆10Sep 22, 2018Updated 7 years ago
- ☆10Jan 25, 2016Updated 10 years ago
- 10小时搞定Latex排版☆12Jun 22, 2018Updated 7 years ago
- optimal mode selection between normal cellular and D2D mode.☆10Dec 24, 2017Updated 8 years ago
- ☆26Jan 5, 2018Updated 8 years ago
- A list of advice on doing research that is useful for me :)☆13Aug 17, 2019Updated 6 years ago
- Today, plenty of cellular systems utilize frequency-division duplexing (FDD). Downlink training for channel state information in FDD is d…☆28Aug 9, 2018Updated 7 years ago
- Code for my publication: Deep Learning Predictive Band Switching in Wireless Networks. Paper accepted for publication to IEEE Transaction…☆17Jul 2, 2020Updated 5 years ago
- Companion codes for the paper "Decentralized Frank-Wolfe Algorithm for Convex and Non-convex Problems", accepted by IEEE TAC☆12Oct 3, 2017Updated 8 years ago
- This repository includes the idea of effective D2D Communication method using Matching theoretic approach☆12Feb 11, 2018Updated 8 years ago
- Paper collection of next-generation network resource allocation by machine learning☆11Mar 18, 2020Updated 5 years ago
- This repository contains the code of the simulator used in the paper "Effect of LOS/NLOS Propagation on 5G Ultra-Dense Networks", submitt…☆12Mar 9, 2017Updated 8 years ago
- Simulator used in the study "D2D frequency allocation using GADIA in a cellular network" (Matlab)☆12Feb 8, 2016Updated 10 years ago
- This is my attempt to reproduce and extend the results in the paper "An Introduction to Deep Learning for the Physical Layer" by Tim O'Sh…☆58Jun 11, 2021Updated 4 years ago
- Data and code for the paper "Deep, complex, invertible networks for inversion of transmission effects in multimode optical fibres" publis…☆19Dec 4, 2018Updated 7 years ago
- Joint Power Control and Link Scheduling of a Wireless Network☆15Feb 26, 2016Updated 10 years ago
- This MATLAB code simulates a PPP wireless communication in the millimeter wave band (@28 GHz)☆13Jun 8, 2018Updated 7 years ago
- Probability of connecting to multiple base stations in a multi-tier Poisson network based on the SINR.☆15May 31, 2025Updated 9 months ago
- Simulation of multiple femtocell network, modeling interference and resource allocations☆16Feb 11, 2015Updated 11 years ago
- IPython Notebooks of Convex Optimization Problems☆14Nov 9, 2023Updated 2 years ago
- ☆69Apr 22, 2018Updated 7 years ago
- 《基于Deep Learning的Massive MIMO-MMCM解调技术》——一种免信道估计方法☆14Mar 19, 2018Updated 7 years ago
- Simulation code for “Deploying Dense Networks for Maximal Energy Efficiency: Small Cells Meet Massive MIMO” by Emil Björnson, Luca Sangui…☆15Oct 27, 2017Updated 8 years ago
- Simulation code for “Massive MIMO has Unlimited Capacity” by Emil Björnson, Jakob Hoydis, Luca Sanguinetti, IEEE Transactions on Wireless…☆14Mar 27, 2018Updated 7 years ago
- ☆15Feb 17, 2018Updated 8 years ago
- Source code to solve and test the effect of Large-Scale Simultaneous Multiple Users in the resource allocation problem with carrier aggre…☆15Nov 6, 2018Updated 7 years ago
- A resource allocation algorithm for joinly wireless charging and hybrid power based base station☆19Dec 24, 2018Updated 7 years ago
- ☆18May 15, 2017Updated 8 years ago
- Rayleigh channel simulation☆17Mar 8, 2016Updated 9 years ago
- Python code for "Deep Learning for Massive MIMO CSI Feedback"☆296Dec 29, 2023Updated 2 years ago