Introduction to NonA
The NonA package is a Maple implementation of algorithms
developed in Quadrat 2017 which are dedicated to
the algebraic parameter estimation problem introduced
by M. Fliess and H. Sira-Ramirez (see Fliess & Sira-Ramirez 2003) and further studied by the Non-A team (Inria Lille - Nord Europe).
The NonA package is dedicated to:
- The algebraic formulations of the parameter estimation problem
for signals defined by ordinary differential equations with possibly
polynomial coefficients (e.g., exponentials, sinusoidals, orthogonal polynomials
such as Chebyshev, Jacobi, Legendre, Laguerre, Hermite, etc., Taylor
expansions, Fourier expansions, expansions in an orthogonal basis
defined by a family of orthogonal polynomials).
- The computation of annihilators for polynomials with
parameters, namely, ordinary differential operators with polynomial
coefficients in the Laplace variable s which annihilate the polynomial.
- The computation of annihilators which contain only certain given
parameters by means of elimination techniques, i.e., by means of Gröbner basis techniques over
noncommutative rings of ordinary differential operators with
polynomial coefficients (e.g., Weyl algebras and polynomial extensions of
the Weyl algebras (Stafford 1978, Quadrat & Robertz 2007, Quadrat & Robertz 2014)).
- The computation of annihilators which annihilate a given polynomial
but not another one.
All these problems are at the core of the study of the algebraic parameter
estimation problem as stated in Fliess & Sira-Ramirez 2003. The NonA package is a first step
towards an effective approach of the algebraic parameter estimation
problem for large classes of signals.
The NonA package is based on OreModules. The NonA package was developed by
A. Quadrat.
The latest version of NonA is available for download.