DocumentCode
2568064
Title
Computation of convergence radius and error bounds of Volterra series for multiple input systems with an analytic nonlinearity in state
Author
Hélie, Thomas ; Laroche, Béatrice
Author_Institution
STMS, CNRS, Paris, France
fYear
2010
fDate
15-17 Dec. 2010
Firstpage
3499
Lastpage
3504
Abstract
In this paper, the Volterra series decomposition of a class of multiple input time-invariant systems, analytic in state and affine in inputs is addressed. Computable bounds for the non-local-in-time convergence of the Volterra series to a trajectory of the system are given for infinite norms (Bounded Input Bounded Output results) and for specific weighted norms adapted to some “fading memory systems” (exponentially decreasing input-output results). This work extends results previously obtained for polynomial single input systems. Besides the increase in combinatorial complexity, a major difference with the single input case is that inputs may play different roles in the system behavior. Two types of inputs (called “principal” and “auxiliary”) are distinguished in the convergence process to improve the accuracy of the bounds. The method is illustrated on the example of a frequency-modulated Duffing´s oscillator.
Keywords
Volterra series; convergence; error analysis; Volterra series decomposition; analytic nonlinearity; combinatorial complexity; convergence radius; error bound; fading memory system; frequency-modulated Duffing oscillator; multiple input time-invariant system; polynomial single input system; Convergence; Fading; Finite wordlength effects; Indexes; Kernel; Neodymium; Vectors;
fLanguage
English
Publisher
ieee
Conference_Titel
Decision and Control (CDC), 2010 49th IEEE Conference on
Conference_Location
Atlanta, GA
ISSN
0743-1546
Print_ISBN
978-1-4244-7745-6
Type
conf
DOI
10.1109/CDC.2010.5717173
Filename
5717173
Link To Document