kit-cel Goto Github PK

2023-roadmap-optical-communications-ml

beefi

Beefi: Controlled Exposure Controller Software for Honey Bee Colony Research

digicosme_spring_school22

dyspan17_spectrumchallenge_kit

Provides the flowgraphs for the secondary user solution as presented at DySPAN 2017's Spectrum Challenge.

dyspanchallenge_2017

e2e_opt_diff_bps

End-to-end optimization of Constellation Shaping for Wiener Phase Noise Channels with a Differentiable Blind Phase Search

ecoc-short-course

Additional material for the ECOC 2022 short course on forward error correction

ecoc_20_learning

PyTorch examples accompanying the ECOC 2020 invited presentation about end-to-end learning in optical communications

factor_graph_structural_opt

Source Code and Demo for the Paper "Structural Optimization of Factor Graphs for Symbol Detection using Model-based Machine Learning".

gap

Source Code and Demo for the GAP Symbol Detection Algorithm

gnuradio

GNU Radio

gr-cbmc

Cumulant-Based Modulation Classification with GNU Radio

gr-classifier

Classification algorithms for spectrum sharing

gr-dab

GNU Radio DAB (digital audio broadcasting) module

gr-drm

DRM transmitter using GNU Radio

gr-fbmc

A FBMC PHY layer for use with the secondary user solution presented at DySPAN 2017.

gr-gfdm

Generalized Frequency Division Multiplexing in GNU Radio

gr-lpwan

Implementations of waveforms for Low Power Wide Area Networks (LPWANs)

gr-lte

GNU Radio LTE receiver

gr-radar

GNU Radio Radar Toolbox

gr-specest

A module adding spectral estimation routines to GNU Radio.

gr_channelsounder

a correlation channel sounder for GNU Radio

handoveroptimdrl

Framework for learning handover algorithms using deep reinforcement learning.

hhi_summerschool_2021

interference_measurement_tool

Interference measurement tool

lecture-examples

Sample scripts used in the lectures of the CEL (Communications Engineering Lab) at KIT

matlab-neurobayes

MATLAB wrapper for NeuroBayes library

mokka

Machine Learning and Optimization for Communications Systems

mokka_demo

Interactive GUI to demonstrate signal processing and optimization in MOKka

optispike

Joint optimization of an IM/DD SNN equalizer and it's spike encoding