Unit 1: Mobile Robot Localisation Flashcards
Localisation
Tries to answer the question of how a mobile robot can know where it is in any given environment.
Pose
The location and rotation of the robot.
Dead reckoning
Odometry
The process the robot uses to calculate its current position, using a previously determined position and estimated speeds over an elapsed time.
Localisation algorithms
Enable a robot to estimate its pose, or localise, in a given map as accurately as possible in the face of all uncertainties.
4 main sources of uncertainty for a robot’s location
- Initial pose uncertainty
- Effector noise
- Sensor noise
- Sensor aliasing
4 main sources of uncertainty for a robot’s location
Initial pose uncertainty
It’s not easy to know a robot’s start pose in the environment
4 main sources of uncertainty for a robot’s location
Sensor noise
Errors that your sensor makes
4 main sources of uncertainty for a robot’s location
Sensor aliasing
When the environment looks similar from different positions.