NDLI: A mathematical framework to describe interpolated adaptive volterra filters

Content Provider	IEEE Xplore Digital Library
Author	Batista, E.L.O. Tobias, O.J. Seara, R.
Copyright Year	2006
Description	Author affiliation: Fed. Univ. of Santa Catarina, Florianopolis (Batista, E.L.O.; Tobias, O.J.; Seara, R.)
Abstract	The major drawback for using adaptive Volterra filters in practical applications is the large number of adaptive filter weights required. Many research works can be found in the open literature aiming at reducing the computational burden of Volterra filters. Within this group, interpolated structures also have the purpose of reducing the computational overload. Such structures have been presented in an ad hoc manner in previous works. This paper proposes a formal mathematical framework to describe such a class of simplified adaptive Volterra filters. In addition, new insights on such structures are presented leading to a better understanding on interpolated adaptive Volterra filters. Numerical simulations are shown aiming to assess the performance of these computationally less-demanding structures of implementation.
Starting Page	906
Ending Page	911
File Size	1578829
Page Count	6
File Format	PDF
ISBN	9788589748049
DOI	10.1109/ITS.2006.4433400
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2006-09-03
Publisher Place	Brazil
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Adaptive filters Finite impulse response filter Adaptive algorithm Numerical simulation Brazil Council Computational complexity Digital signal processors Digital signal processing Nonlinear control systems Control systems Volterra filters interpolated structure
Content Type	Text
Resource Type	Article

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