Convergence Analysis of l0-RLS Adaptive Filter

Autor:	Das, B. K., Mukhopadhyay, S., Chakraborty, M.
Rok vydání:	2017
Předmět:	Electrical Engineering and Systems Science - Signal Processing Computer Science - Learning
Druh dokumentu:	Working Paper
Popis:	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.
Databáze:	arXiv
Externí odkaz:	http://arxiv.org/abs/1710.09259 Zobrazit plný text záznamu View this record from Arxiv