E. Soriaolivas et al., AN EASY DEMONSTRATION OF THE OPTIMUM VALUE OF THE ADAPTATION CONSTANTIN THE LMS ALGORITHM, IEEE transactions on education, 41(1), 1998, pp. 81-81
Since the introduction of the LMS algorithm, many variants have been p
roposed to improve its performance. Doubltless, the most popular is th
e Normalized LMS, which uses a value for the adaptation constant that
assures the fastest convergence. This correspondence shows a new demon
stration of the algorithm based on a mathematical approach easier than
the usually proposed.