kit-cel / ecoc_20_learningLinks
PyTorch examples accompanying the ECOC 2020 invited presentation about end-to-end learning in optical communications
☆15Updated 5 years ago
Alternatives and similar repositories for ecoc_20_learning
Users that are interested in ecoc_20_learning are comparing it to the libraries listed below
Sorting:
- Model-Free End-to-End Deep Learning of Joint Geometric and Probabilistic Shaping for Optical Fiber Communication in IM/DD System☆12Updated 9 months ago
- ☆13Updated 3 years ago
- This shows how to use Autoencoders for learning constellations and receivers in fiber optical communications☆20Updated 7 years ago
- This repo provides an implementation of a Variational Autoencoder (VAE) based equalizer. This includes a simulation environment with an A…☆31Updated 3 years ago
- Geometric and Probabilistic Constellation Shaping with Autoencoders - Research Internship☆24Updated 3 years ago
- Gradient-based design tool for geomtrically shaped constellations☆17Updated 3 years ago
- Coherent Optical OFDM☆15Updated 10 years ago
- Physics-Based Deep Learning for Fiber-Optic Communication Systems☆51Updated 4 years ago
- MATLAB library of DSP functions for optical communications☆48Updated 2 years ago
- Generate a Deep Neural Network for Equalization of Optical channels☆16Updated 4 years ago
- ☆49Updated 5 years ago
- Polarization Demultiplexing for Optical Communication Systems☆16Updated 2 years ago
- Machine learning for optical communication over a dispersive fiber☆45Updated 5 years ago
- ☆18Updated 6 years ago
- Research on optical communication systems☆106Updated 6 years ago
- A set of 3 projects in the field of Optical Communications☆11Updated 6 years ago
- Optical Fiber Communication lab/experiments processing scripts☆35Updated 7 years ago
- A matlab coding framework and component library for simulation and experimental analysis of optical communication systems☆69Updated 6 years ago
- This UWOC-JCCESD code is used for the joint channel classification and estimation with signal detection (JCCESD) scheme in underwater w…☆20Updated 5 years ago
- Simulation code to support the lectures of the course of Optical Communications at the Electrical Engineering Department of the Federal U…☆44Updated 3 weeks ago
- Joint Channel Estimation and Nonlinear Distortion Compensation in OFDM Receivers (Bussgang-type receiver)☆31Updated 6 years ago
- ☆25Updated 7 years ago
- ☆33Updated 4 years ago
- A fully explaned MATLAB code for simulating a free-space optical (FSO) communication system featuring channels loss, pointing error, turb…☆72Updated 3 years ago
- Classes, functions and scripts related to Underwater Wireless Optical Communication☆49Updated 5 years ago
- ☆18Updated 2 years ago
- End-to-end optimization of Constellation Shaping for Wiener Phase Noise Channels with a Differentiable Blind Phase Search☆14Updated last year
- This algorithm is reserved to the implementation of the Bahl, Cocke, Jelinek and Raviv (BCJR) algorithm. This function takes as input th…☆11Updated 6 years ago
- equalizer code☆69Updated 2 years ago
- Polar codes simulation on MATLAB☆11Updated 7 years ago