Composite Non-Gaussian Filtering With Intermittent Inputs: Algorithm Design and Applications
A composite non-Gaussian filtering scheme is developed, which consists of a variational Bayes-adapted disturbance observer (DO) to estimate the joint distribution of dynamic uncertainty and binary indicator, and a robust particle filter with a modified proposal distribution to track the non-Gaussian posterior probabili...