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A variable step size LMS algorithm

IEEE Transactions on Signal Processing, 1992
A least-mean-square (LMS) adaptive filter with a variable step size is introduced. The step size increases or decreases as the mean-square error increases or decreases, allowing the adaptive filter to track changes in the system as well as produce a small steady state error. The convergence and steady-state behavior of the algorithm are analyzed.
Kwong, Raymond H., Johnston, Edward W.
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Nonparametric Variable Step-Size LMAT Algorithm

Circuits, Systems, and Signal Processing, 2016
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Guan, Sihai, Li, Zhi
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