End-to-end learning of optical communication systems
☆134Nov 15, 2020Updated 5 years ago
Alternatives and similar repositories for claude
Users that are interested in claude are comparing it to the libraries listed below
Sorting:
- Machine learning for optical communication over a dispersive fiber☆45Aug 25, 2020Updated 5 years ago
- This shows how to use Autoencoders for learning constellations and receivers in fiber optical communications☆20Dec 16, 2018Updated 7 years ago
- A matlab coding framework and component library for simulation and experimental analysis of optical communication systems☆70Jun 14, 2019Updated 6 years ago
- ☆13Oct 28, 2022Updated 3 years ago
- ☆50Jun 6, 2020Updated 5 years ago
- Numerical simulation platform to evaluate the perfomances of a 480 Gb/s optical coherent communication system using different advanced te…☆51Sep 2, 2020Updated 5 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 2 months ago
- Research on optical communication systems☆106Mar 3, 2019Updated 7 years ago
- Gradient-based design tool for geomtrically shaped constellations☆17Aug 11, 2022Updated 3 years ago
- MATLAB library of DSP functions for optical communications☆49Mar 29, 2023Updated 2 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
- Physics-Based Deep Learning for Fiber-Optic Communication Systems☆52Apr 23, 2021Updated 4 years 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 11 months ago
- Geometric and Probabilistic Constellation Shaping with Autoencoders - Research Internship☆24Nov 22, 2022Updated 3 years ago
- ☆46Mar 14, 2019Updated 6 years ago
- QAMpy is a DSP chain for the simulation and equalisation of optical communications signals☆81Feb 4, 2025Updated last year
- Scripts, classes and functions related to Optical Wireless Communication☆15May 18, 2020Updated 5 years ago
- ☆44Nov 10, 2019Updated 6 years ago
- Simulate optical communications systems with Python.☆174Feb 10, 2026Updated 3 weeks ago
- A set of 3 projects in the field of Optical Communications☆11May 27, 2019Updated 6 years ago
- Implementation of an approach for wireless encoding via MI estimation☆17Mar 24, 2020Updated 5 years ago
- PyTorch examples accompanying the ECOC 2020 invited presentation about end-to-end learning in optical communications☆15Nov 26, 2020Updated 5 years ago
- Optical Fiber Communication lab/experiments processing scripts☆35Nov 11, 2018Updated 7 years ago
- a CNN based end to end communication systems☆41Jul 2, 2019Updated 6 years ago
- Functional Optical PHY in JAX. Differentiable, vectorizable, accelerated on XPUs.☆294Feb 8, 2026Updated 3 weeks 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
- ☆33Jun 11, 2021Updated 4 years ago
- ☆26Mar 27, 2018Updated 7 years ago
- ☆18Jul 20, 2019Updated 6 years 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 and Optimization for Communications Systems☆14Jan 28, 2026Updated last month
- Generate a Deep Neural Network for Equalization of Optical channels☆16Aug 12, 2021Updated 4 years ago
- Coherent Optical OFDM☆15Apr 23, 2015Updated 10 years ago
- ☆26Jan 5, 2018Updated 8 years ago
- A library modeling the fiber-optic channel governed by nonlinear schrödinger equation, accompanied with TX and RX DSP chain implementatio…☆24Oct 27, 2022Updated 3 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
- Classes, functions and scripts related to Underwater Wireless Optical Communication☆49May 22, 2020Updated 5 years ago
- ☆28Oct 12, 2021Updated 4 years ago
- Review of outdoor free-space optical FSO wireless optical communication systems☆32Nov 24, 2017Updated 8 years ago