emgenaapache-2.0
Robotics Navigation - EKF Sensor Fusion & Odometry Drift Healer (Evaluation Teaser)
Evaluation teaser dataset for diagnosing covariance explosion in robot_localization when wheel odometry slips or IMU biases drift in autonomous mobile robots, with ROS 2 diagnostics and deterministic hardware scenarios.
Downloads36
Episodes50
Why This Matters for Physical AI
This dataset enables development and evaluation of robust sensor fusion algorithms for autonomous mobile robot localization under real-world conditions of odometry drift and IMU bias, critical for reliable autonomous navigation.
Technical Profile
- Modalities
- imuproprioception
- Robot Embodiments
- mobile_manipulator
- Environment
- lab
- Task Types
- navigationlocalization
- Episodes
- 50
- Annotation Types
- diagnostic_labels
- License
- apache-2.0
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