asalois / deepNNEqView external linksLinks
Generate a Deep Neural Network for Equalization of Optical channels
☆16Aug 12, 2021Updated 4 years ago
Alternatives and similar repositories for deepNNEq
Users that are interested in deepNNEq are comparing it to the libraries listed below
Sorting:
- PyTorch examples accompanying the ECOC 2020 invited presentation about end-to-end learning in optical communications☆15Nov 26, 2020Updated 5 years ago
- Neural network channel equalizer for wireless signals☆13Dec 7, 2016Updated 9 years ago
- OFDM channel estimation and equalization☆20Dec 11, 2020Updated 5 years ago
- End-to-end optimization of Constellation Shaping for Wiener Phase Noise Channels with a Differentiable Blind Phase Search☆14Feb 13, 2024Updated 2 years ago
- Matlab simulation of an EM algorithm based on HMM to blind channel equalization☆13Jun 16, 2018Updated 7 years ago
- All the code and data used for my Bachelor's thesis "OFDM channel equalization with machine learning" are available here.☆12May 4, 2022Updated 3 years ago
- This repo provides an implementation of a Variational Autoencoder (VAE) based equalizer. This includes a simulation environment with an A…☆31Jun 15, 2022Updated 3 years ago
- Software in MATLAB that show the link budget for free space optics communications between OGS (optical ground station) and satellite (Upl…☆10Jun 7, 2022Updated 3 years ago
- The performance of turbo equalizers in both ISI channel and multipath fading channel is evaluated☆11Nov 24, 2020Updated 5 years ago
- Simulation code for "Comments on ''Design of fractional-order variants of complex LMS and NLMS algorithms for adaptive channel equalizati…☆18Mar 22, 2020Updated 5 years ago
- MATLAB implementation of the M BCJR algorithm for equalization of ISI channels.☆19Jul 4, 2017Updated 8 years ago
- This shows how to use Autoencoders for learning constellations and receivers in fiber optical communications☆20Dec 16, 2018Updated 7 years ago
- Turbo coder and decoder☆12Oct 11, 2023Updated 2 years ago
- Simulation code for "Tractable Approach to MmWaves Cellular Analysis With FSO Backhauling Under Feedback Delay and Hardware Limitations,"…☆12Jun 4, 2021Updated 4 years ago
- Machine Learning and Optimization for Communications Systems☆13Jan 28, 2026Updated 2 weeks ago
- Model-Free End-to-End Deep Learning of Joint Geometric and Probabilistic Shaping for Optical Fiber Communication in IM/DD System☆12Mar 26, 2025Updated 10 months ago
- Numerical simulation platform to evaluate the performances of a 480 Gb/s optical coherent communication system using different advanced t…☆12Sep 2, 2020Updated 5 years ago
- Machine learning for optical communication over a dispersive fiber☆45Aug 25, 2020Updated 5 years ago
- MATLAB library of DSP functions for optical communications☆49Mar 29, 2023Updated 2 years ago
- ☆13May 18, 2016Updated 9 years ago
- Python channel modeling simulator for VLC (Visible Light Communication)☆13Jul 17, 2023Updated 2 years ago
- Rui-ops / Intelligent-model-of-Communication-system-simulation-based-on-auto-encoding-deep-learning-Used a Generative Adversarial Network(GAN) to simulate a optical communication system; Applying auto-encoding deep-learning method to b…☆12Feb 4, 2021Updated 5 years ago
- This repo contains the source code of the physical layer developed for the DARPA Spectrum Collaboration Challenge (SC2).☆11Nov 21, 2019Updated 6 years ago
- Matlab code to compute entropy, conditional entropy, mutual information, channel capacity, and rate distortion.☆35Jun 29, 2020Updated 5 years ago
- This repository contains the simulations used in the paper whose title is the same as the repository name.☆13May 16, 2024Updated last year
- ☆13Oct 28, 2022Updated 3 years ago
- In free-space optical communication, the propagation of a laser beam through the atmosphere causes wavefront distortions that decrease th…☆16Jun 5, 2023Updated 2 years ago
- Frequency Hopping Spread Spectrum for joint Communication and Sensing Radar for Mitigation of Interference and Spoofing☆16Jun 2, 2022Updated 3 years ago
- Optical Fiber Communication lab/experiments processing scripts☆35Nov 11, 2018Updated 7 years ago
- Multibeam satellite system simulator which allows to test the different research work scenarios under different conditions such as differ…☆11Jan 28, 2021Updated 5 years ago
- Simulations of a wireless communication system with decision feedback equalizer at the receiver.☆14Jul 25, 2018Updated 7 years ago
- MATLAB Implementation of a Digital PLL☆17Aug 15, 2016Updated 9 years ago
- Research on optical communication systems☆106Mar 3, 2019Updated 6 years ago
- Underwater channels are modeled and equalizers are designed to preserve the message bits from distortion. LMS, Levinsondurbin, Neural Net…☆17May 6, 2019Updated 6 years ago
- Official code for "EMC²-Net: Joint Equalization and Modulation Classification based on Constellation Network", ICASSP 2023.☆16May 30, 2023Updated 2 years ago
- ☆18Jul 20, 2019Updated 6 years ago
- Scripts for studying the Stanford EE379 Digital Communications course☆18Sep 14, 2016Updated 9 years ago
- OFDM channel estimation and equalization☆171Aug 22, 2021Updated 4 years ago
- Simulation code to support the lectures of the course of Optical Communications at the Electrical Engineering Department of the Federal U…☆47Dec 19, 2025Updated last month