Title :
A nonlinear adaptive filtering scheme based on a non-iterative orthogonalization procedure
Author :
Smaoui, Mariem Kallel ; Ben Jemâa, Yousra ; Jaidane, Mériem
Author_Institution :
Signals & Syst. Res. Unit, Nat. Eng. Sch. of Tunis, Le Belvédère, Tunisia
fDate :
Sept. 30 2010-Oct. 2 2010
Abstract :
Deserving attention to the optimization of algorithm architecture adequacy for polynomial filtering with good numerical stability and convergence speed performances, we propose in this paper an adaptive filtering scheme based on a non iterative orthogonalization polynomials procedure allowing to enhance the performances of a real-time adaptive system. We explore the benefits of generalizing the closed-form expression, derived for optimal NL RF power amplifier identification, to the adaptive identification of audio transmission systems.
Keywords :
adaptive filters; audio signal processing; nonlinear filters; numerical stability; power amplifiers; radiofrequency amplifiers; adaptive identification; audio transmission systems; convergence speed performances; noniterative orthogonalization polynomial procedure; nonlinear adaptive filtering scheme; numerical stability; optimal NL RF power amplifier identification; polynomial filtering; real-time adaptive system; Adaptation model; Adaptive systems; Convergence; Eigenvalues and eigenfunctions; Loudspeakers; Polynomials; Steady-state; Orthogonal functions; Polynomial NL system identification; adaptive filtering;
Conference_Titel :
I/V Communications and Mobile Network (ISVC), 2010 5th International Symposium on
Conference_Location :
Rabat
Print_ISBN :
978-1-4244-5996-4
DOI :
10.1109/ISVC.2010.5656275