The Coordinate Particle Filter - A novel Particle Filter for High Dimensional Systems

Manuel Wüthrich, Jeannette Bohg, Daniel Kappler +2

Parametric filters, such as the Extended Kalman Filter and the Unscented Kalman Filter, typically scale well with the dimensionality of the problem, but they are known to fail if t…