LMS Algorithm Demo

A system identification by the usage of the LMS algorithm.

LMS (least mean-square) is one of adaptive filter algorithms. In this MATLAB file ,an experiment is made to identify a linear noisy system with the help of LMS algorithm. The weights of the estimated system is nearly identical with the real one.A reference is used to write the algorithm.