Title :
An iterative identification of pole-stucture in dynamic systems based on hyperbolic metrics and Malmquist-Takenaka representation
Author :
Soumelidis, Alexandros ; Bokor, Jozsef ; Schipp, Ferenc
Author_Institution :
Syst. & Control Lab., Comput. & Autom. Res. Inst., Budapest, Hungary
Abstract :
In a series of paper the authors proposed a new frequency-domain approach to identify poles in discrete-time linear systems. The discrete rational transfer function is represented in a rational Laguerre-basis, where the basis elements are expressed by powers of the Blaschke-function. This function can be interpreted as a congruence transform on the Poincaré unit disc model of the hyperbolic geometry. The identification of a pole is given as a hyperbolic transform of the limit of a quotient-sequence formed from the Laguerre-Fourier coefficients.
Keywords :
discrete time systems; frequency-domain analysis; geometry; identification; linear systems; pole assignment; stochastic processes; transfer functions; transforms; Blaschke-function; Laguerre-Fourier coefficients; Malmquist-Takenaka representation; Poincaré unit disc model; congruence transform; discrete rational transfer function; discrete-time linear systems; dynamic systems; frequency-domain approach; hyperbolic geometry; hyperbolic metrics; hyperbolic transform; iterative identification; pole-stucture; quotient-sequence limit; rational Laguerre-basis; Convergence; Estimation; Frequency measurement; Geometry; Transfer functions; Transforms;
Conference_Titel :
Decision and Control (CDC), 2013 IEEE 52nd Annual Conference on
Conference_Location :
Firenze
Print_ISBN :
978-1-4673-5714-2
DOI :
10.1109/CDC.2013.6760703