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Matlab implementations of LMS, normalized LMS and RLS stochastic-gradient algorithms.

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Stochastic-gradient algorithms

Matlab implementations of LMS, normalized LMS and RLS stochastic-gradient algorithms. Functions return the learning curves of each method, but can be easily modified to return the estimated result. Accompanies Matlab script to plot the ensamble-average learning curves.

School project for CPE772 - Optimal Linear Estimation, COPPE/UFRJ.

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Matlab implementations of LMS, normalized LMS and RLS stochastic-gradient algorithms.

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