Title :
Conversion of the delayed LMS algorithm into the LMS algorithm
Author :
Poltmann, Rainer D.
Author_Institution :
Res. & Technol. Centre, Deutsche Telekom, Berlin, Germany
Abstract :
For some applications of adaptive finite impulse response (FIR) filtering, the adaptation algorithm can be implemented only with a delay in the coefficient update. It is well known that this has an adverse effect on the convergence behavior of the algorithm. It is shown in which way the delayed LMS (DLMS) algorithm can be transformed into the standard LMS algorithm at only slightly increased computational expense.
Keywords :
FIR filters; adaptive filters; computational complexity; convergence of numerical methods; delays; digital filters; least mean squares methods; DLMS algorithm; LMS algorithm; adaptation algorithm; adaptive finite impulse response filtering; coefficient update; computational expense; convergence behavior; delay; delayed LMS algorithm; Adaptive filters; Application software; Array signal processing; Convergence; Delay; Filtering algorithms; Finite impulse response filter; Least squares approximation; Sampling methods; Signal processing algorithms;
Journal_Title :
Signal Processing Letters, IEEE
