Projects
20 projects, most recent first.
2025
Autonomous Vehicle: Teleop
Longitudinal control by teleop.
LiDAR Detection & Decision Making
Modular LiDAR perception pipeline for autonomous driving, built with ROS2 and configurable geometric clustering.
Traffic Light Detection & Control
Detection of traffic lights, and adaptation of vehicle control depending on the light state.
01 May 2025ROS2 - Dashboard Framework
Configurable ROS 2 dashboard framework for visualizing data, controlling nodes, and exporting video-based UI layouts.
01 May 2025RViz2 - Virtual Camera
RViz2 plugin to publish virtual camera views as ROS 2 image topics for simulation, testing, and visualization.
2024
20 Dec 2024Autonomous Vehicle: Control
Lateral and longitudinal control applied to a real autonomous vehicle, integrated with a navigation layer.
10 Dec 2024Autonomous Vehicle: Planning
Local planning applied to real autonomous vehicles, combining global route planning, local path adjustment, and dynamic control profile.
11 Oct 20242023
10 Dec 2023Driving Intention Quantification Formula
Define a quantification formulation measuring the quality of driving intentions, used to compare and rank them.
01 Feb 2023Visual Control Applied To Autonomous Vehicle
Control a vehicle using only camera images by linking lane features to vehicle speed and orientation.
2022
Friction Camera Detection
Road friction estimation based on surface segmentation using a camera and projection into a global grid.
Multi-Robot ROS Architecture for UGV/UAV Coordination
Modular ROS architecture enabling coordinated task execution between drones and ground robots using TCP.
10 Mar 2022Human Driving Behavior Prediction
Prediction of short-term human driving behavior using previous vehicle states, based on a deep learning model integrating multiple sensors.
10 Jan 2022Lane Detection
Lane detection from camera images using a deep-learning autoencoder.
2021
Optimization of the Dynamic Window Approach (DWA)
Gradient descent formulation applied to the Dynamic Window Approach for improved convergence and trajectory quality.
2020
Leg Detection Using a 2D LiDAR
Leg detection using an LSTM classifier on spatial LiDAR sequences.
07 Sep 2020A Lightweight Multi-Agent System Library
A lightweight Python library to build and simulate multi-agent systems with agents, environments, and message-passing networks.
15 Jun 2020Pouco2000 - Customizable Physical Interface for ROS Robots
Modular physical control panel for interacting with ROS-based robots, with Arduino and ROS integration.
2019
Drone Control with ROS
Control of a Parrot drone using ROS.
2017
Lovo Anti-theft Bicycle Connected
Connected anti-theft bicycle system using Arduino, IMU, Sigfox, and Firebase to detect motion and notify users.