is adjusted until the error (the difference between the filter output and the desired signal) is minimized. The Least Mean Squares (LMS) filter and the Recursive Least Squares (RLS) filter are types of adaptive filter.

There are two input signals to the adaptive filter: and which are sometimes called the primary input and the reference input respectively. The adaptation algorithm attempts to filter the reference input