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eess.SY2014
On the Mean-Square Performance of the Constrained LMS Algorithm
Reza Arablouei, Kutluyıl Doğançay, Stefan Werner
The so-called constrained least mean-square algorithm is one of the most commonly used linear-equality-constrained adaptive filtering algorithms. Its main advantages are adaptabili…
eess.SY2014★ 25 cited
Recursive Total Least-Squares Algorithm Based on Inverse Power Method and Dichotomous Coordinate-Descent Iterations
Reza Arablouei, Kutluyıl Doğançay, Stefan Werner
We develop a recursive total least-squares (RTLS) algorithm for errors-in-variables system identification utilizing the inverse power method and the dichotomous coordinate-descent…