Performance comparison of two implementations of the leaky LMS adaptive filter

The leaky LMS adaptive filter can be implemented either directly or by adding random white noise to the input signal of the LMS adaptive filter. In this correspondence, we analyze and compare the mean-square performances of these two adaptive filter implementations for system identification tasks wi...

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Veröffentlicht in:	IEEE transactions on signal processing 1997-08, Vol.45 (8), p.2125-2129
1. Verfasser:	Douglas, S.C.
Format:	Artikel
Sprache:	eng
Schlagworte:	Adaptive filters Algorithm design and analysis Applied sciences Detection, estimation, filtering, equalization, prediction Exact sciences and technology Information, signal and communications theory Least squares approximation Performance analysis Signal analysis Signal and communications theory Signal processing Signal processing algorithms Signal, noise Stochastic resonance System identification Telecommunications and information theory White noise
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