Identification of continuous systems using digital low-pass filters

作者: SETSUO SAGARA , ZI-JIANG YANG , KIYOSHI WADA

DOI: 10.1080/00207729108910693

关键词:

摘要: Direct methods for recursive identification of continuous systems from sampled input–output data using digital low–pass filters are discussed. The introduced to avoid direct approximations system signal derivatives data. Using a pre–designed filter, an approximated discrete–time estimation model is constructed easily. Thus the parameters can be identified directly by algorithms. Numerical results, show that parameter estimates not so sensitive pass-band and if filter designed its matches closely thus noise effects sufficiently reduced, accurate obtained Two classes (FIR IIR filter) considered. It shown some other unified either or FIR filtering approach.

参考文章(21)
H. Unbehauen, G. P. Rao, Identification of continuous systems ,(1987)
T. Söderström, L. Ljung, I. Gustavsson, Paper: A theoretical analysis of recursive identification methods Automatica. ,vol. 14, pp. 231- 244 ,(1978) , 10.1016/0005-1098(78)90088-2
CHYI HWANG, TONG-YI GUO, Transfer-function matrix identification in MIMO systems via shifted Legendre polynomials International Journal of Control. ,vol. 39, pp. 807- 814 ,(1984) , 10.1080/00207178408933207
PETER YOUNG, ANTHONY JAKEMAN, Refined instrumental variable methods of recursive time-series analysis Part III. Extensions International Journal of Control. ,vol. 31, pp. 741- 764 ,(1980) , 10.1080/00207178008961080
CHYI HWANG, YEN-PING SHIH, Parameter identification via Laguerre polynomials International Journal of Systems Science. ,vol. 13, pp. 209- 217 ,(1982) , 10.1080/00207728208926341
A. H. WHITFIELD, N. MESSALI, Integral-equation approach to system identification International Journal of Control. ,vol. 45, pp. 1431- 1445 ,(1987) , 10.1080/00207178708933819
BING CHENG, NING-SHOW HSU, Single-input-single-output system identification via block-pulse functions International Journal of Systems Science. ,vol. 13, pp. 697- 702 ,(1982) , 10.1080/00207728208926380
WEN-TENG WU, WEI-HSIUNG OU, KUO-CHIEH CHEN, On-line system identification with an adjustable estimation interval International Journal of Systems Science. ,vol. 19, pp. 1955- 1967 ,(1988) , 10.1080/00207728808964091