Wouter Kouw

Gaussian Variational Inference with Non-Gaussian Factors for State Estimation: A UWB Localization Case Study

This letter extends the exactly sparse Gaussian variational inference (ESGVI) algorithm for state estimation in two complementary directions. First, ESGVI is generalized to operate on matrix Lie groups, enabling the estimation of states with orientation components while respecting the underlying gro…