Article ID Journal Published Year Pages File Type
722822 IFAC Proceedings Volumes 2007 6 Pages PDF
Abstract

A robust technique is presented for parametric identification of linear time-invariant systems in the time domain. Based on a Sanathanan-Koerner iteration, the transfer function coefficients are calculated iteratively by minimizing a weighted linear cost function. The time-domain equivalent of the Muntz-Laguerre basis is used to improve the numerical conditioning of the associated system equations. It is shown that the method is computationally efficient, and able to fit highly dynamic responses.

Related Topics
Physical Sciences and Engineering Engineering Computational Mechanics