DocumentCode :
664306
Title :
A frequency limited model reduction technique for linear discrete systems
Author :
Xin Du ; Jazlan, Ahmad ; Sreeram, Victor ; Togneri, Roberto ; Ghafoor, Abdul ; Sahlan, Shafishuhaza
Author_Institution :
Sch. of Mechatron. Eng. & Autom., Shanghai Univ., Shanghai, China
fYear :
2013
fDate :
4-5 Nov. 2013
Firstpage :
421
Lastpage :
426
Abstract :
This paper describes the model reduction framework for single-input single-output (SISO) discrete-time systems based on the preservation parameters such as Markov properties of the original system by applying a Frequency-Limited Impulse Response Gramian based Balanced Truncation method. This proposed method extends the Frequency-Limited Impulse Response Gramians model reduction method for continuous systems described in the recent paper in [20] to be applicable for discrete time systems. A numerical example is provided to compare the performances between various frequency limited model reduction methods at an arbitrarily selected frequency range within the passband of a digital filter. The stability of the reduced order models are also checked for each scenario.
Keywords :
band-pass filters; discrete time systems; linear systems; reduced order systems; stability; SISO; digital passband filter; frequency limited impulse response Gramians model reduction method; linear discrete time systems; preservation parameters; single input single output discrete-time systems; stability; Controllability; Equations; Mathematical model; Matrix decomposition; Observability; Reduced order systems; Time-frequency analysis; Balanced Truncation; Discrete time systems; Frequency Limited Model Reduction; Impulse Response Gramians; controllability canonical form; frequency response; observability canonical form; stability;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Control Conference (AUCC), 2013 3rd Australian
Conference_Location :
Fremantle, WA
Print_ISBN :
978-1-4799-2497-4
Type :
conf
DOI :
10.1109/AUCC.2013.6697310
Filename :
6697310
Link To Document :
بازگشت