lowelt / Master-Thesis
Source Code to my master's thesis with the topic "End-to-end optimisation of MIMO systems using deep learning autoencoders"
☆25Updated 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
- A framework to estimate the Channel State Information for a 5G communication☆32Updated 5 years ago
- Using Keras to validate the simulation results according to Paper : "An Introduction to Deep Learning for the Physical Layer"☆30Updated 7 years ago
- ☆64Updated 7 years ago
- Julia code for the paper "Learning the MMSE Channel Estimator"☆25Updated 7 years ago
- Reproducible research on the paper 'Power of Deep Learning for Channel Estimation and Signal Detection in OFDM Systems'.☆39Updated 2 years ago
- Today, plenty of cellular systems utilize frequency-division duplexing (FDD). Downlink training for channel state information in FDD is d…☆27Updated 6 years ago
- This code is for the following paper: H. He, C. Wen, S. Jin, and G. Y. Li, “Deep learning-based channel estimation for beamspace mmwave…☆134Updated 6 years ago
- Massive MIMO Detection using MMSE-SIC and Expectation Propagation - Matlab☆48Updated 6 years ago
- A project which applies different channel-estimating approaches in an OFDM-4QAM communication system.☆35Updated 2 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…☆56Updated 3 years ago
- Source code for paper Deep Learning for Direct Hybrid Precoding in Millimeter Wave Massive MIMO Systems☆71Updated 3 years ago
- a CNN based end to end communication systems☆38Updated 5 years ago
- ☆54Updated 5 years ago
- ☆25Updated 7 years ago
- Performance analysis of different modulation techniques over different channels☆16Updated 8 years ago
- ☆39Updated 6 years ago
- matlab code for MIMO PAS model and channel impulse response☆18Updated 8 years ago
- Tensorflow implementation for the paper of "Deep Learning-Based Detector for OFDM-IM"☆38Updated 4 years ago
- This is a MATLAB implementation of the narrowband hybrid precoding algorithm for single user mmWave MIMO systems.☆33Updated 6 years ago
- Optimization algorithms for hybrid precoding in mmWave MIMO systems: Version 1.1.0☆91Updated 2 years ago
- ☆33Updated 6 years ago
- MIMO信道，AWGN信道，瑞利信道及Aloumati空时码信道容量仿真☆36Updated 7 years ago
- A Peak to Average Power Ratio (PAPR) Reduction method for OFDM Systems using neural networks using the encoder-decoder approach. [Course …☆27Updated 6 years ago
- Simulate Rayleigh fading channel by Filtered Gaussian Noise Method and Sum of Sinusoids Methods☆20Updated 7 years ago
- Simulation code for “Channel Estimation in Massive MIMO under Hardware Non-Linearities: Bayesian Methods versus Deep Learning,” by Özlem …☆101Updated 4 years ago
- Zero Forcing Equalizer refers to a form of linear equalization algorithm used in communication systems which applies the inverse of the f…☆19Updated 6 years ago
- We first implement an end-to end system on GNU radio using two USRP X310 for the transmitter and the receiver in an indoor setting. We th…☆34Updated 2 years ago
- 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 S…☆9Updated 4 years ago
- MIMO检测程序☆41Updated 5 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.☆55Updated 7 years ago