Sliding window estimation is very useful in certain areas of automatic
control. In this paper recursive sliding window versions of popular e
stimation algorithms are presented which greatly reduce computational
load and response time, thus making them suitable for on-line applicat
ions. An illustrative example demonstrates the usefulness of the algor
ithms.