Visualizing the ensemble Kalman filter

The ensemble Kalman filter is a widely used technique across the many radio science domain areas. Despite this, conventional descriptions of Kalman filters can, at times, be somewhat opaque and difficult to conceptualize, making them difficult to approach for many users. This article presents a visualization of the underlying mathematical equations to provide a more intuitive understanding of the steps of the filter.