Title
Parameter estimation of monomial-exponential sums in one and two variables
Abstract
We propose a matrix-pencil method to identify monomial-exponential sums.In the univariate case, it is based on the QR factorization of Hankel matrices.In the bivariate case, it assures the same accuracy of the univariate case. In this paper we propose a matrix-pencil method for the numerical identification of the parameters of monomial-exponential sums in one and two variables. While in the univariate case the proposed method is a variant of that developed by the authors in a preceding paper, the bivariate case is treated for the first time here. In the bivariate case, the method we propose, easily extendible to more variables, reduces the problem to a pair of univariate problems and subsequently to the solution of a linear system. As a result, the relative errors in the univariate and in the bivariate case are almost of the same order.
Year
DOI
Venue
2015
10.1016/j.amc.2015.02.033
Applied Mathematics and Computation
Keywords
Field
DocType
matrix pencils,monomial-exponential sums,parameter estimation,structured matrices
Discrete mathematics,Applied mathematics,Exponential function,Linear system,Mathematical analysis,Estimation theory,Monomial,Univariate,Bivariate analysis,Mathematics,QR decomposition
Journal
Volume
Issue
ISSN
258
C
0096-3003
Citations 
PageRank 
References 
2
0.38
8
Authors
3
Name
Order
Citations
PageRank
Luisa Fermo1174.62
Cornelis Van Der Mee231.10
Sebastiano Seatzu312821.26