davideandres95 / pcs-research-intershipView external linksLinks
Geometric and Probabilistic Constellation Shaping with Autoencoders - Research Internship
☆24Nov 22, 2022Updated 3 years ago
Alternatives and similar repositories for pcs-research-intership
Users that are interested in pcs-research-intership 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☆12Mar 26, 2025Updated 10 months ago
- ☆13Oct 28, 2022Updated 3 years ago
- Gradient-based design tool for geomtrically shaped constellations☆17Aug 11, 2022Updated 3 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
- ☆50Jun 6, 2020Updated 5 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
- MATLAB library of DSP functions for optical communications☆49Mar 29, 2023Updated 2 years ago
- End-to-end learning of optical communication systems☆134Nov 15, 2020Updated 5 years ago
- Some simulations for wireless RL☆12May 7, 2023Updated 2 years ago
- Machine Learning and Optimization for Communications Systems☆13Jan 28, 2026Updated 2 weeks ago
- A set of Python class implementing basic several turbo-algorithms (e.g. : turbo-decoding)☆13Aug 31, 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
- This is a pytorch implementation of digital semantic communication.☆20Dec 17, 2024Updated last year
- This is a pytorch implementation of diffusion models-based image transmission systems.☆16Nov 9, 2024Updated last year
- ☆13Mar 29, 2022Updated 3 years ago
- This project includes the source coding and channe coding☆24Oct 21, 2022Updated 3 years ago
- Diffusion Models for Audio Semantic Communication☆17Apr 17, 2024Updated last year
- Source code of the paper titled "Digital Semantic Communications: An Alternating Multi-Phase Training Strategy with Mask Attack"☆13Oct 5, 2025Updated 4 months ago
- Just a FSOC link simulator written in Matlab with an interactive UI to change parameters and check the system response.☆16Sep 22, 2024Updated last year
- A FBMC PHY layer for use with the secondary user solution presented at DySPAN 2017.☆13Apr 11, 2018Updated 7 years ago
- Implementation of the paper "Model Free Training of End-to-End Communication Systems"☆16Aug 6, 2022Updated 3 years ago
- Symbol Timing Synchronization Simulation☆78Jul 19, 2022Updated 3 years ago
- Implementation of an approach for wireless encoding via MI estimation☆17Mar 24, 2020Updated 5 years ago
- ☆18Apr 28, 2023Updated 2 years ago
- Master Thesis compairing Communicationsystems Baised on GAN and baised on MI☆22Mar 6, 2025Updated 11 months ago
- Genetic Algorithm-Based Polar Code Construction/Design☆21Feb 11, 2020Updated 6 years ago
- Implementation of "Distributed Deep Joint Source-Channel Coding with Decoder-Only Side Information" paper (ICMLCN 2024)☆22Sep 20, 2024Updated last year
- This shows how to use Autoencoders for learning constellations and receivers in fiber optical communications☆20Dec 16, 2018Updated 7 years ago
- FBMC & OFDM /SC-FDMA Transceiver Simulator☆26Jul 30, 2016Updated 9 years ago
- Semantic Interference Cancellation Towards 6G Wireless Communications☆23Jun 14, 2024Updated last year
- ☆19May 26, 2021Updated 4 years ago
- Pytorch implementation of "Deep Learning-Based Adaptive Joint Source-Channel Coding using Hypernetworks"☆26Nov 11, 2023Updated 2 years ago
- Code for "Diffusion-Aided Joint Source Channel Coding For High Realism Wireless Image Transmission", IEEE TMLCN☆34Jul 14, 2025Updated 7 months ago
- Source code for research papers about the semantic communication approach SINFONY☆23Feb 4, 2026Updated last week
- ☆26Oct 9, 2023Updated 2 years ago
- Research on optical communication systems☆106Mar 3, 2019Updated 6 years ago
- An official implementation of "Deep Joint Source-Channel Coding with Iterative Source Error Correction"☆25Feb 21, 2023Updated 2 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
- ☆36Jun 8, 2022Updated 3 years ago