mbara1984 / pyvi

Python toolbox for Volterra series identification and order separation

pyvi - Python Toolbox for Volterra System Identification

This project proposes a python toolbox for Volterra Series Identification using nonlinear homogeneous order separation.

License

Pyvi is distributed under the BSD 3-Clause "New" or "Revised" License.

Python prerequisites

The Pyvi package is developped for Python 3 and needs the following packages installed:

• numpy
• scipy

The package has been fully tested with the following versions:

• python 3.6.4
• numpy 1.14.0
• scipy 0.19.1

Package structure

The package is divided into the following submodules:

• separation

Module for nonlinear homogeneous order separation of Volterra series.

• identification

Module for Volterra kernels identification.

• volterra

Module creating various tools for Volterra series.

• utilities

Module containing various useful class and functions.

Authors

Damien, Bouvier (Équipe S3AM, IRCAM, CNRS UMR 9912, UPMC, Paris, France) - [e-mail]

Hélie, Thomas (Équipe S3AM, IRCAM, CNRS UMR 9912, UPMC, Paris, France)

Roze, David Tristan (Équipe S3AM, IRCAM, CNRS UMR 9912, UPMC, Paris, France)