Skip to content

ROS2 Node to perform data fusion in real time for a Formula Student Autonomous Racecar for State Estimation

Notifications You must be signed in to change notification settings

e-left/state_estimation_racecar

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

1 Commit
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

turtle_estimation: ROS2 Node for Formula Student Autonomous State Estimation

This repo contains the complete ROS2 Node implementation for performing State Estimation on a Formula Student Autonomous racecar in real time. It is written in C++ and the current setup receives data from motor resolvers located on the rear driving wheels, hall effect rotation sensors located on the front non-driven wheels, steering data from a rotational potentiometer on the pinion of the steering system, acceleration and brake pedal data obtained from the pedals and from the brake pressure sensor, and velocity (linear and angular) and acceleration data from an Inertial Navigation System sensor. Data fusion is performed by an Extended Kalman Filter system, and care has been taken for the system's runtime performance utilizing parallelization.

About

ROS2 Node to perform data fusion in real time for a Formula Student Autonomous Racecar for State Estimation

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published