Gillian T. Rosen

Estimating SE(3) elements using a dual quaternion based linear Kalman filter

Many applications in robotics such as registration, object tracking, sensor calibration, etc. use Kalman filters to estimate a time invariant SE(3) element by locally linearizing a non-linear measurement model. Linearization-based filters tend to suffer from inaccurate estimates, and in some cases d…