Kunzhao Ren

PRIME: Physically-consistent Robotic Inertial and Motion Estimation for Legged and Humanoid Robots

Humanoid and legged robots interact with the environment through intermittent contacts, making accurate motion estimation fundamentally dependent on reasoning about contact dynamics. However, standard sensing pipelines—whether based on onboard proprioception with Extended Kalman Filters (EKFs) or ex…