27 citations · 129 across the 27 of their papers we have counts for
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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…
Performance Analysis of Linear-Equality-Constrained Least-Squares Estimation
Reza Arablouei, Kutluyıl Doğançay
We analyze the performance of a linear-equality-constrained least-squares (CLS) algorithm and its relaxed version, called rCLS, that is obtained via the method of weighting. The rC…
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…
Analysis of a Reduced-Communication Diffusion LMS Algorithm
Reza Arablouei, Stefan Werner, Kutluyıl Doğançay +1
In diffusion-based algorithms for adaptive distributed estimation, each node of an adaptive network estimates a target parameter vector by creating an intermediate estimate and the…