RLS

An on-line algorithm to compute the optimal weights (as opposed to the batch process to solve the least squares). Unfortunately it is also much more computationally intensive than the LMS. To know more please consult, Haykin, S., Adaptive Filter Theory, Prentice Hall, 1996.