Physics-Based Deep Learning for Fiber-Optic Communication Systems
☆52Apr 23, 2021Updated 4 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☆20Dec 16, 2018Updated 7 years ago
- Machine learning for optical communication over a dispersive fiber☆46Aug 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☆135Nov 15, 2020Updated 5 years ago
- Simulate optical communications systems with Python.☆184Apr 2, 2026Updated last week
- NordVPN Threat Protection Pro™ • AdTake your cybersecurity to the next level. Block phishing, malware, trackers, and ads. Lightweight app that works with all browsers.
- Implementation of an algorithm to counterbalance for the chromatic dispersion, that is indroduced in optic fibers.☆16Apr 3, 2020Updated 6 years ago
- Simulation code to support the lectures of the course of Optical Communications at the Electrical Engineering Department of the Federal U…☆47Mar 24, 2026Updated 2 weeks ago
- QAMpy is a DSP chain for the simulation and equalisation of optical communications signals☆83Feb 4, 2025Updated last year
- MATLAB library of DSP functions for optical communications☆49Mar 29, 2023Updated 3 years ago
- Optical Fiber Communication lab/experiments processing scripts☆35Nov 11, 2018Updated 7 years ago
- Polarization Demultiplexing for Optical Communication Systems☆16Apr 20, 2023Updated 2 years ago
- Research on optical communication systems☆108Mar 3, 2019Updated 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
- 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
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- ☆33Jun 11, 2021Updated 4 years ago
- equalizer code☆72Dec 29, 2023Updated 2 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
- ☆44Nov 10, 2019Updated 6 years ago
- ☆27Mar 27, 2018Updated 8 years ago
- Coherent Optical OFDM☆15Apr 23, 2015Updated 10 years ago
- ☆18Jul 20, 2019Updated 6 years ago
- Optical Route Planning Library, Based on a Gaussian Noise Model☆243Updated this week
- Functional Optical PHY in JAX. Differentiable, vectorizable, accelerated on XPUs.☆294Mar 4, 2026Updated last month
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Tensorflow Implementation and result of Auto-encoder Based Communication System From Research Paper : "An Introduction to Deep Learning f…☆136Jul 14, 2020Updated 5 years ago
- Generate a Deep Neural Network for Equalization of Optical channels☆16Aug 12, 2021Updated 4 years ago
- Gaussian Noise Model for optical feasibility simulation☆12Updated this week
- ☆47Mar 14, 2019Updated 7 years ago
- ☆28Oct 12, 2021Updated 4 years ago
- Source code for "Combined Neural Network and Adaptive DSP Training for Long-Haul Optical Communications" (JLT 2021)☆41Feb 3, 2026Updated 2 months ago
- ☆51Jun 6, 2020Updated 5 years ago
- An algorithm used to simulate a pulse propagation in optical fibers☆26Sep 20, 2021Updated 4 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
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- End-to-end optimization of Constellation Shaping for Wiener Phase Noise Channels with a Differentiable Blind Phase Search☆14Feb 13, 2024Updated 2 years 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☆36Mar 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 4 years ago
- Far-field Amplitude-only Speckle Transfer (FAST) algorithm for quantitative phase imaging through a multi-core fiber bundle☆18Mar 14, 2023Updated 3 years ago
- ☆18Updated this week
- ☆24Apr 24, 2025Updated 11 months ago