DocumentCode :
2636076
Title :
Minimum variance input signal design for closed-loop identification
Author :
Dou, Liqian ; Zong, Qun ; Sun, Liankun
Author_Institution :
Coll. of Electr. & Autom. Eng., Tianjin Univ., Tianjin
fYear :
2008
fDate :
10-12 Dec. 2008
Firstpage :
1
Lastpage :
6
Abstract :
A minimum variance input signal design method is proposed for closed-loop identification. Minimum variance control performance criterion is used as the criterion of optimal input signal, and robust stability of closed-loop identification and power constraints of input signal, control signal and output signal are fully considered. Based on these, optimal input signal design problem is formulized and solved power spectrum of input signal. Finally, Simulation result shows that identified model quality and control performance are both improved by using the input signal solved via the proposed method in the paper.
Keywords :
closed loop systems; control system analysis; identification; stability; closed-loop identification; minimum variance control performance criterion; minimum variance input signal design; optimal input signal; robust stability; Automatic control; Control systems; Design optimization; Mathematical model; Optimal control; Predictive models; Robust stability; Signal design; Signal processing; System identification;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Systems and Control in Aerospace and Astronautics, 2008. ISSCAA 2008. 2nd International Symposium on
Conference_Location :
Shenzhen
Print_ISBN :
978-1-4244-3908-9
Electronic_ISBN :
978-1-4244-2386-6
Type :
conf
DOI :
10.1109/ISSCAA.2008.4776162
Filename :
4776162
Link To Document :
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