Machine Learning and Optimization for Communications Systems
☆14Jan 28, 2026Updated last month
Alternatives and similar repositories for mokka
Users that are interested in mokka are comparing it to the libraries listed below
Sorting:
- End-to-end optimization of Constellation Shaping for Wiener Phase Noise Channels with a Differentiable Blind Phase Search☆14Feb 13, 2024Updated 2 years ago
- PyTorch examples accompanying the ECOC 2020 invited presentation about end-to-end learning in optical communications☆15Nov 26, 2020Updated 5 years ago
- ☆13Oct 28, 2022Updated 3 years ago
- 🪐Optical Communications python library (GPU supported for FIBER simulation)☆19Feb 7, 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
- This shows how to use Autoencoders for learning constellations and receivers in fiber optical communications☆20Dec 16, 2018Updated 7 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
- DRM transmitter and receiver implementation for the GNU Radio framework☆17Oct 8, 2015Updated 10 years ago
- QAMpy is a DSP chain for the simulation and equalisation of optical communications signals☆81Feb 4, 2025Updated last year
- 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
- This repository contains the simulations used in the paper whose title is the same as the repository name.☆13May 16, 2024Updated last year
- A FBMC PHY layer for use with the secondary user solution presented at DySPAN 2017.☆13Apr 11, 2018Updated 7 years ago
- ☆46Mar 14, 2019Updated 6 years ago
- Learning Linear Block Error Correction Codes☆17May 8, 2024Updated last year
- Simulate optical communications systems with Python.☆174Feb 10, 2026Updated 2 weeks ago
- Implementation of an approach for wireless encoding via MI estimation☆17Mar 24, 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
- Generate a Deep Neural Network for Equalization of Optical channels☆16Aug 12, 2021Updated 4 years ago
- Deepcode: Feedback Codes via Deep Learning, by Hyeji Kim, Yihan Jiang, Sreeram Kannan, Sewoong Oh, and Pramod Viswanath☆21Jul 2, 2018Updated 7 years ago
- Geometric and Probabilistic Constellation Shaping with Autoencoders - Research Internship☆24Nov 22, 2022Updated 3 years ago
- Machine learning for optical communication over a dispersive fiber☆45Aug 25, 2020Updated 5 years ago
- MATLAB library of DSP functions for optical communications☆49Mar 29, 2023Updated 2 years ago
- Sample scripts used in the lectures of the CEL (Communications Engineering Lab) at KIT☆94Feb 20, 2026Updated last week
- Functional Optical PHY in JAX. Differentiable, vectorizable, accelerated on XPUs.☆294Feb 8, 2026Updated 3 weeks ago
- Research on optical communication systems☆106Mar 3, 2019Updated 7 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
- Generalized Frequency Division Multiplexing in GNU Radio☆27Feb 11, 2021Updated 5 years ago
- ☆33Jun 11, 2021Updated 4 years ago
- Iterative decoding of turbo codes using the Soft Output Viterbi Algorithm (SOVA)☆10Feb 5, 2021Updated 5 years ago
- The code for paper entitled "Data-Driven Modulation Optimization with LMMSE Equalization for Reliability Enhancement in Underwater Acoust…☆19Oct 4, 2025Updated 4 months ago
- 使用langchain4j+springboot框架实现mcp服务☆11May 11, 2025Updated 9 months ago
- A simple reference implementation of turbo codes for error correction in Python.☆30Nov 28, 2024Updated last year
- End-to-end learning of optical communication systems☆134Nov 15, 2020Updated 5 years ago
- Code for the paper "End-to-End Fast Training of Communication Links Without a Channel Model via Online Meta-Learning"☆30May 24, 2020Updated 5 years ago
- Automatically download and transform Hetzner invoices.☆13May 28, 2020Updated 5 years ago
- Kafka library with a schema registry integration☆10Dec 16, 2025Updated 2 months ago
- Spread OFDM-IM, signal detection shemes, theoretical bound on bit error probability☆12May 16, 2022Updated 3 years ago
- Deep learning models for automatic modulation recognition using attention mechanisms (baseline, causal, sparse) on RadioML dataset. Inclu…☆19Jul 24, 2025Updated 7 months ago
- Turbo code with BPSK or GMSK☆11Nov 17, 2022Updated 3 years ago