Pinned Repositories
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.
LASSE - Telecommunications, Automation and Electronics Research and Development Center's Repositories
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/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
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/Equipe-UFPA
Codes of LASSE team for "Petrobras Challenge of Robotics", which is part of the “CBR".
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/tabular_rl
Code for finite Markov decision processes (FMDP) or tabular reinforcement learning with known dynamics
lasseufpa/yolo-data-generation-SBRT23
This paper uses this approach to generate realistic datasets for training ML models to be used in computer vision.