A wheeled mobile robot (WMR) is a ground-based autonomous or semi-autonomous robot that uses wheels for locomotion. WMRs range from differential-drive platforms to omnidirectional holonomic designs; they rely on odometry for dead-reckoning, SLAM for map building, and path-planning algorithms for autonomous navigation in structured or semi-structured environments.