An efficient normalized LMS algorithm

The task of adaptive estimation in the presence of random and highly nonlinear environment such as wireless channel estimation and identification of non-stationary system etc. has been always challenging. The least mean square (LMS) algorithm is the most popular algorithm for adaptive estimation and...

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Veröffentlicht in:	Nonlinear dynamics 2022-12, Vol.110 (4), p.3561-3579
Hauptverfasser:	Zerguine, Azzedine, Ahmad, Jawwad, Moinuddin, Muhammad, Al-Saggaf, Ubaid M., Zoubir, Abdelhak M.
Format:	Artikel
Sprache:	eng
Schlagworte:	Adaptive algorithms Algorithms Automotive Engineering Classical Mechanics Control Convergence Dynamical Systems Engineering Mechanical Engineering Nonstationary environments Original Paper Performance evaluation Quadratic forms Random variables Random walk Vibration
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