Autoware.Auto
Running the EKF filter for localization

Table of Contents

Ndt EKF smooth localization

This demo aims to show Kalman filter smoothing on top of NDT localization. The pose messages from NDT get a covariance assigned, then get passed into the Kalman filter node. The smooth output is then published as an Odometry topic and visualized in rviz2. This demo is tested with the Lexus car in LG simulator on the parking lot map.

Before running the demo, ensure that ADE is running. If not, it can be started as in the example below:

$ cd ~/adehome/AutowareAuto
$ ade start --update --enter

Then, run the demo as follows:

$ ade start
ade$ ros2 launch autoware_demos ekf_ndt_smoothing_lgsvl.launch.py