Nonlinear input-output maps and approximate representations | Nokia Bell Labs Journals & Magazine | IEEE Xplore

Nonlinear input-output maps and approximate representations


Abstract:

An approximation theorem is given for causal time-invariant nonlinear maps that take one set of functions defined on [0, ∞) into another. The theorem is used to show that...Show More

Abstract:

An approximation theorem is given for causal time-invariant nonlinear maps that take one set of functions defined on [0, ∞) into another. The theorem is used to show that, under some typically very reasonable conditions, an input-output map can be approximated arbitrarily well in a meaningful sense by a finite Volterra series, even though it may not have a Volterra series expansion. The set of inputs on which the approximation holds need not be compact, and the inputs need not be continuous.
Published in: AT&T Technical Journal ( Volume: 64, Issue: 8, October 1985)
Page(s): 1967 - 1983
Date of Publication: October 1985
Print ISSN: 8756-2324
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