Simultaneous State Estimation and Contact Detection for Legged Robots by Multiple-Model Kalman Filtering

Marcel Menner, Karl Berntorp

This paper proposes an algorithm for combined contact detection and state estimation for legged robots. The proposed algorithm models the robot's movement as a switched system, in…