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A generalized Volterra series method for reconstructing deterministic dynamics from noisy chaotic time series
Pei, W.J.; He, Z.Y.; Yang, L.X.; Song, A.; Hull, S.S.; Cheung, J.Y.;
Circuits and Systems, 2002. APCCAS '02. 2002 Asia-Pacific Conference on
Volume 2,
28-31 Oct. 2002
Page(s):491
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494 vol.2
Abstract:
Many problems such as over-fitting and subset selection are introduced in the standard Volterra model (SVM) in reconstructing deterministic dynamics from noisy chaotic time series. An optimal transformed Volterra filtering (OTVF) with only a small number of Volterra terms able to reconstruct the underlying determinism was presented.
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