Performance analysis of adaptive filters using the sign algorithm

Convergence analysis of the sign algorithm for adaptive filtering with Gaussian uncorrelated input processes is presented. Asymptotic time-averaged results for the mean-square deviation error and for the signal estimation error are established. The results hold for arbitrary step size /spl mu/>0.<
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