2017
The manifold particle filter for state estimation on high-dimensional implicit manifolds
ICRA 2017poster
We estimate the state of a noisy robot arm and underactuated hand using an implicit Manifold Particle Filter (MPF) informed by contact sensors. As the robot touches the world, its state space collapses to a contact manifold that we represent implicitly using a signed distance field. This allows us t…