This repo provides an implementation of a Variational Autoencoder (VAE) based equalizer. This includes a simulation environment with an AWGN channel and a linear optical dual-polaization channel. Additionally, state-of-the-art equalizers are implemented as reference.
☆31Jun 15, 2022Updated 4 years ago
Alternatives and similar repositories for vae-equalizer
Users that are interested in vae-equalizer are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- End-to-end optimization of Constellation Shaping for Wiener Phase Noise Channels with a Differentiable Blind Phase Search☆15Feb 13, 2024Updated 2 years ago
- MATLAB library of DSP functions for optical communications☆49Mar 29, 2023Updated 3 years ago
- Code for "TinyTurbo : Efficient Turbo decoders on Edge" - ISIT 2022☆11May 9, 2022Updated 4 years ago
- ☆18Jul 20, 2019Updated 7 years ago
- Polarization Demultiplexing for Optical Communication Systems☆16Apr 20, 2023Updated 3 years ago
- 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.
- Model-Free End-to-End Deep Learning of Joint Geometric and Probabilistic Shaping for Optical Fiber Communication in IM/DD System☆13Mar 26, 2025Updated last year
- ☆19May 26, 2021Updated 5 years ago
- Geometric and Probabilistic Constellation Shaping with Autoencoders - Research Internship☆24Nov 22, 2022Updated 3 years ago
- Machine Learning and Optimization for Communications Systems☆14Jun 8, 2026Updated 2 months ago
- PyTorch examples accompanying the ECOC 2020 invited presentation about end-to-end learning in optical communications☆15Nov 26, 2020Updated 5 years ago
- Simulations of a wireless communication system with decision feedback equalizer at the receiver.☆14Jul 25, 2018Updated 8 years ago
- Simulation code to support the lectures of the course of Optical Communications at the Electrical Engineering Department of the Federal U…☆49May 29, 2026Updated 2 months ago
- MATLAB Implementation of a Digital PLL☆17Aug 15, 2016Updated 9 years ago
- VHDL implementation of carrier phase recovery (CPR) techniques for coherent optical systems☆16Dec 6, 2020Updated 5 years ago
- 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.
- Neural network channel equalizer for wireless signals☆13Dec 7, 2016Updated 9 years 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
- Generate a Deep Neural Network for Equalization of Optical channels☆17Aug 12, 2021Updated 4 years ago
- Research on optical communication systems☆112Mar 3, 2019Updated 7 years ago
- This UWOC-JCCESD code is used for the joint channel classification and estimation with signal detection (JCCESD) scheme in underwater w…☆21Dec 18, 2020Updated 5 years ago
- ☆45Nov 10, 2019Updated 6 years ago
- Deepcode: Feedback Codes via Deep Learning, by Hyeji Kim, Yihan Jiang, Sreeram Kannan, Sewoong Oh, and Pramod Viswanath☆21Jul 2, 2018Updated 8 years ago
- Optical Fiber Communication lab/experiments processing scripts☆35Nov 11, 2018Updated 7 years ago
- A FBMC PHY layer for use with the secondary user solution presented at DySPAN 2017.☆13Apr 11, 2018Updated 8 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Machine learning for optical communication over a dispersive fiber☆45Aug 25, 2020Updated 5 years ago
- Adaptive MIMO equalizer for Tx impairments☆27Mar 27, 2019Updated 7 years ago
- ☆51Jun 6, 2020Updated 6 years ago
- equalizer code☆75Dec 29, 2023Updated 2 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
- This repository contains the simulations used in the paper whose title is the same as the repository name.☆13May 16, 2024Updated 2 years ago
- ☆13Oct 28, 2022Updated 3 years ago
- Scripts, classes and functions related to Optical Wireless Communication☆15May 18, 2020Updated 6 years ago
- Physics-Based Deep Learning for Fiber-Optic Communication Systems☆51Apr 23, 2021Updated 5 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- This project includes the source coding and channe coding☆24Oct 21, 2022Updated 3 years ago
- End-to-end learning of optical communication systems☆137Nov 15, 2020Updated 5 years ago
- Sample scripts used in the lectures of the CEL (Communications Engineering Lab) at KIT☆101Jul 24, 2026Updated 2 weeks ago
- A matlab coding framework and component library for simulation and experimental analysis of optical communication systems☆71Jun 14, 2019Updated 7 years ago
- Previous researches have provided mathematical models of vertical cavity surface emitting LASER’s (VCSEL’s) that evaluated the effect of …☆12Oct 23, 2020Updated 5 years ago
- Implementation of an algorithm to counterbalance for the chromatic dispersion, that is indroduced in optic fibers.☆17Apr 3, 2020Updated 6 years ago
- Underwater Optical Wireless Communications☆17Mar 31, 2021Updated 5 years ago