A Stochastic Total Least Squares Solution of Adaptive Filtering Problem

An efficient and computationally linear algorithm is derived for total least squares solution of adaptive filtering problem, when both input and output signals are contaminated by noise. The proposed total least mean squares (TLMS) algorithm is designed by recursively computing an optimal solution...

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Bibliographic Details
Main Authors: Javed, Shazia, Ahmad, Noor Atinah
Format: Article
Published: Hindawi Publishing Corporation 2014
Subjects:
Online Access:http://dx.doi.org/10.1155/2014/625280
http://dx.doi.org/10.1155/2014/625280
http://eprints.usm.my/38204/1/A_Stochastic_Total_Least_Squares_Solution_of_Adaptive_Filtering_Problem.pdf