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Convergence Analysis of l0-RLS Adaptive Filter
Published 16 Oct 2017 in eess.SP and cs.LG | (1710.09259v1)
Abstract: This paper presents first and second order convergence analysis of the sparsity aware l0-RLS adaptive filter. The theorems 1 and 2 state the steady state value of mean and mean square deviation of the adaptive filter weight vector.
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