ALGORITHM FOR IMPROVING THE PERFORMANCE OF ADAPTIVE SYSTEMS BASED ON THE LMS
Emilo Soria - Javier Calpe - Marcelino Martínez - Juan F. Guerrero
An algorithm is proposed that increases the velocity of
convergence of those derived from the LMS (Least Mean Square),
by inserting a searching algorithm between every iteration.
This technique can be easily adapted to most current real-time
systems, often based on LMS algorithms. The performance of the
procedure is verified through simulations.
Keywords: adaptive signal processing, LMS, optimization