Abstract: With more and more autonomous mobile robots being used for the tasks constrained by uncertainties, there is a need to utilize the on-board sensors to estimate the robot's states to enhance ...

Estimating time-varying signals becomes particularly challenging in the face of non-Gaussian (e.g., sparse) and/or rapidly time-varying process noise. By building upon the recent progress in the ...