DocumentCode :
635057
Title :
LMI based model order reduction considering the minimum phase characteristic of the system
Author :
Khademi, Ghassem ; Mohammadi, Hamed ; Dehghani, Mohammad
Author_Institution :
Sch. of Electr. & Comput. Eng., Shiraz Univ., Shiraz, Iran
fYear :
2013
fDate :
23-26 June 2013
Firstpage :
1
Lastpage :
6
Abstract :
One usual method to solve the model order reduction problem is to minimize the H-norm of the difference between the transfer function of the original system and the reduced one. In many papers, the minimization problem is solved using the Linear Matrix Inequality (LMI) approach. This paper deals with defining an extra matrix inequality constraint to guaranty that the minimum phase characteristic of the system preserves after order reduction. To overcome this, poles and zeros of the reduced system transfer function must be at Left-Half Plane (LHP). It is very easy to apply a LMI condition to force the poles of the system to be at LHP. However, the same cannot be applied to zeroes easily. Thus, a special state-space realization of the system is introduced in a way to apply conditions on zeros of the reduced system. The method is applied to some sample example and the simulation results verify the performance of the proposed method.
Keywords :
H control; linear matrix inequalities; minimisation; performance index; poles and zeros; realisation theory; reduced order systems; state-space methods; transfer functions; H-norm minimization; LMI based model order reduction; extra matrix inequality constraint definition; left-half plane; linear matrix inequality approach; minimization problem; minimum phase characteristic; model order reduction problem; performance verification; poles and zeros; state-space realization; transfer function; Approximation methods; Linear matrix inequalities; Minimization; Optimization; Poles and zeros; Reduced order systems; H-norm; Linear Matrix Inequalities (LMIs); Minimum phase system; Model order reduction;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Control Conference (ASCC), 2013 9th Asian
Conference_Location :
Istanbul
Print_ISBN :
978-1-4673-5767-8
Type :
conf
DOI :
10.1109/ASCC.2013.6606180
Filename :
6606180
Link To Document :
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