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Volterra2.0

Volterra series Identification Tool

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Description

Orthogonal method for the Identification of Volterra series. It is an extension of Lee-Schetzen method with two major improvments:

1. Reduced identification uncertainty in diagonal kernel points.

2. Possibility to identify each Volterra kernel with an input with different variance.
This feature reduces the identification noise on lower order kernels and improve the "resolution" on higher order kernels.

For reference see:

Simone Orcioni. Improving the approximation ability of Volterra series identified with a cross-correlation method. DOI:10.1007/s11071-014-1631-7. pp.2861-2869. In NONLINEAR DYNAMICS - ISSN:0924-090X vol. 78 (4) 2014.

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Additional Project Details

Intended Audience

Science/Research, Engineering

User Interface

Command-line

Programming Language

MATLAB

Registered

2014-06-03
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