[usgroup]

There are no Kalman filters for beginners because no one is out there trying to make maths more complicated than it needs to be.

To understand what’s happening you need work linear algebra l, probability theory and distribution theory. There’s no way to explain it without because it makes no sense without. Kalman filters are born of those things.