LASSE - Telecommunications, Automation and Electronics Research and Development Center

5gm-beam-selection

Beam-selection for mmWave MIMO using machine learning

5gm-data

Datasets and code for machine learning in 5G mmWave MIMO systems involving mobility (5GMdata)

5gm-rwi-simulation

5GMdata project: Scripts to repeatedly invoke Remcom Wireless Insite and SUMO

circular

O principal objetivo do projeto é desenvolver um sistema que seja capaz de monitorar os ônibus circulares da cidade universitária e disponibilizar para a comunidade acadêmica informações que facilitem o dia a dia dos usuários dos ônibus.

ITU-Challenge-ML5G-PHY

Examples of implementations with the Raymobtime database available for ITU AI/ML 5G Challenge

ITU-Challenge-ML5G-PHY-RL

Scripts for the "ITU-ML5G-PS-006: ML5G-PHY-Reinforcement learning: scheduling and resource allocation"

ptp-dal

PTP Dataset Analysis Library (PTP-DAL)

Raymobtime

Scripts for reading Raymobtime dataset

rrm-slice-rl

Code containing RRM simulation using RL in a scenario with RAN slicing.

SSP-Raymobtime

Codes and Data for the paper: Klautau, A., Oliveira, A., Pamplona, I. & Alves, W.. Generating MIMO Channels For 6G Virtual Worlds Using Ray-Tracing Simulations. IEEE Statistical Signal Processing Workshop, 2021.

lasseufpa/5gm-data

Datasets and code for machine learning in 5G mmWave MIMO systems involving mobility (5GMdata)

lasseufpa/rrm-slice-rl

Code containing RRM simulation using RL in a scenario with RAN slicing.

lasseufpa/5gm-rwi-simulation

5GMdata project: Scripts to repeatedly invoke Remcom Wireless Insite and SUMO

lasseufpa/connected-ai-testbed

connected-ai-testbed

lasseufpa/ml4comm

Machine Learning for MIMO Systems with Large Arrays

lasseufpa/ml4comm-icc21

Code for IEEE ICC'2021 Tutorial 14: Machine Learning for MIMO Systems with Large Arrays

lasseufpa/sbrt2024_shortcourse_gen_ai

Code for short course "An Introduction to Generative Artificial Intelligence with Applications in Telecommunications" in SBrT 2024.

lasseufpa/emulation-setup-networking

Emulation setup for networking experiments.

lasseufpa/caviar

lasseufpa/cMIMO

Implementation of MIMO Digital Communication System.

lasseufpa/flexric_oai

This repository stores the files for installing Flexric and OAI, using dockers containers.

lasseufpa/MIMO-V2V-latincom22

lasseufpa/e2e-slicing-in-a-box

lasseufpa/ml4mimo

Machine learning for communications with focus on MIMO systems with large arrays

lasseufpa/python_template

Python template containing formatter, linter and other automatic verifications.

lasseufpa/PTP-synchronization-datasets

Web application describing the LASSE synchronization project and datasets extracted from an FPGA testbed.

lasseufpa/tabular_rl

Code for finite Markov decision processes (FMDP) or tabular reinforcement learning with known dynamics

lasseufpa/feature_selection_jit

Scripts do "Métodos de Seleção de Características para Aprendizado de Máquina Baseado em Just-in-Time Software Defect Prediction"

lasseufpa/pydive

lasseufpa/DSP-Python-Matlab-Octave-Book

lasseufpa/dsp-telecom-book-code

Source code for Aldebaro's book on DSP and digital communications

lasseufpa/free5gc-slicing

lasseufpa/lasse-py

Python code used in LASSE projects concerning signal processing, machine learning, digital communications, etc.

lasseufpa/logosforweb

lasseufpa/RANGEN

lasseufpa/rrs_industrial_scenario

Radio resource scheduling for an industrial scenario.

lasseufpa/rrs_rl_industrial

Exploring RL for RRS in industrial scenarios.

lasseufpa/sixg_radio_mgmt

Project containing basis classes for RRM operations.

lasseufpa/sixg_scheduling_example

Example of implementation of radio resource scheduling (RRS) agents using the sixg_radio_mgmt basis.

lasseufpa/yolo-data-generation-SBRT23

This paper uses this approach to generate realistic datasets for training ML models to be used in computer vision.