Guyuehome·· 2 days agoAI score58
ROS2 mobile robot simulation: why inject systematic errors into odom, lidar, and IMU rather than only white noise
Summary
The article discusses why injecting only Gaussian white noise in ROS2 mobile robot simulation is insufficient for validating fusion algorithms, focusing on systematic errors such as bias, scale, and mounting misalignment that cannot be averaged out by filtering, and provides a complete approach for injecting systematic errors into odom, lidar, and IMU.
This page provides a summary and source link only. Read the full article at the source.
Source: Guyuehome · guyuehome.com
Perception and localizationData and simulationGuides and practice#Guides and practice#Data and simulation#Perception and localization
Part of the event: ROS2 simulation: Injecting systematic errors into odom, LiDAR, and IMU