Physics-Based Deep Learning for Fiber-Optic Communication Systems
☆51Apr 23, 2021Updated 5 years ago
Alternatives and similar repositories for LDBP
Users that are interested in LDBP are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This shows how to use Autoencoders for learning constellations and receivers in fiber optical communications☆19Dec 16, 2018Updated 7 years ago
- Machine learning for optical communication over a dispersive fiber☆45Aug 25, 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
- End-to-end learning of optical communication systems☆137Nov 15, 2020Updated 5 years ago
- Simulate optical communications systems with Python.☆200Jul 14, 2026Updated last week
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Simulation code to support the lectures of the course of Optical Communications at the Electrical Engineering Department of the Federal U…☆49May 29, 2026Updated last month
- MATLAB library of DSP functions for optical communications☆49Mar 29, 2023Updated 3 years ago
- Polarization Demultiplexing for Optical Communication Systems☆16Apr 20, 2023Updated 3 years ago
- QAMpy is a DSP chain for the simulation and equalisation of optical communications signals☆86Apr 28, 2026Updated 2 months ago
- A library modeling the fiber-optic channel governed by nonlinear schrödinger equation, accompanied with TX and RX DSP chain implementatio…☆23Oct 27, 2022Updated 3 years ago
- Optical Fiber Communication lab/experiments processing scripts☆35Nov 11, 2018Updated 7 years ago
- Research on optical communication systems☆112Mar 3, 2019Updated 7 years ago
- A matlab coding framework and component library for simulation and experimental analysis of optical communication systems☆71Jun 14, 2019Updated 7 years ago
- equalizer code☆73Dec 29, 2023Updated 2 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆18Jul 20, 2019Updated 7 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 4 years ago
- Coherent Optical OFDM☆15Apr 23, 2015Updated 11 years ago
- ☆33Jun 11, 2021Updated 5 years ago
- ☆45Nov 10, 2019Updated 6 years ago
- ☆28Mar 27, 2018Updated 8 years ago
- Implementation of an algorithm to counterbalance for the chromatic dispersion, that is indroduced in optic fibers.☆16Apr 3, 2020Updated 6 years ago
- Optical Route Planning Library, Based on a Gaussian Noise Model☆250Jul 9, 2026Updated last week
- Gaussian Noise Model for optical feasibility simulation☆14Jul 9, 2026Updated last week
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- The lib for https://remifan.github.io/gdbp_study/article.html see also: https://github.com/remifan/gdbp_study☆295Mar 4, 2026Updated 4 months ago
- Generate a Deep Neural Network for Equalization of Optical channels☆17Aug 12, 2021Updated 4 years ago
- ☆45Mar 14, 2019Updated 7 years ago
- ☆29Oct 12, 2021Updated 4 years ago
- An algorithm used to simulate a pulse propagation in optical fibers☆26Sep 20, 2021Updated 4 years ago
- Numerical simulation tool for propagating the scalar electric field in optically guiding structures☆67May 11, 2024Updated 2 years ago
- ☆51Jun 6, 2020Updated 6 years ago
- Tensorflow Implementation and result of Auto-encoder Based Communication System From Research Paper : "An Introduction to Deep Learning f…☆137Jul 14, 2020Updated 6 years ago
- End-to-end optimization of Constellation Shaping for Wiener Phase Noise Channels with a Differentiable Blind Phase Search☆15Feb 13, 2024Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- 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
- ☆19Apr 6, 2026Updated 3 months ago
- Advanced Fiber-optic communication systems simulator via split-step Fourier method☆11Oct 28, 2018Updated 7 years ago
- Python implementation of autoencoder based radio system☆37Mar 11, 2020Updated 6 years ago
- This project shows the code for an automated training dataset collection system of a 915km 12 span optical communication system. To real…☆20Jul 7, 2021Updated 5 years ago
- ☆25Apr 24, 2025Updated last year
- Produces a secret key using quantum key distribution protocols under continuous variables (CVQKD).☆11Apr 13, 2021Updated 5 years ago