Abstract: Highlights•A method of velocity and tilt estimation in mobile, possibly legged robots based on on-board sensors.•Robustness to inertial sensor biases, and observations of low quality or temporal unavailability.•A simple framework for modeling of legged robot kinematics with foot twist taken into account.
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