PARAMETER-IDENTIFICATION OF TIME-DELAY SYSTEMS VIA EXPONENTIAL FOURIER-SERIES

被引:3
作者
ARDEKANI, BA
SAMAVAT, M
RAHMANI, H
机构
[1] Department of Electrical Engineering, University of Kerman, Kerman
关键词
D O I
10.1080/00207729108910704
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
A delay matrix D is derived and used along with the exponential Fourier operational matrix of integration in a new algorithm for parameter identification of LTI delayed systems. The main advantage of this method over similar algorithms is that Fast Fourier Transform (FFT) can be employed for determining expansion coefficients. Therefore, it reduces the computing time considerably. A second advantage is that the Fourier delay and integration matrices are simpler than their counterparts associated with other orthogonal functions. This further reduces computations. An example is given which shows that the algorithm gives accurate parameter estimates.
引用
收藏
页码:1301 / 1306
页数:6
相关论文
共 13 条
[1]   A NEW APPROACH TO THE PARAMETER-ESTIMATION OF LINEAR TIME-INVARIANT DELAYED SYSTEMS VIA MODIFIED LAGUERRE-POLYNOMIALS [J].
CHANG, RY ;
CHEN, KC ;
WANG, ML .
INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 1985, 16 (12) :1505-1515
[2]  
CHEN WL, 1978, IEEE T AUTOMAT CONTR, V24, P1023
[3]   AN ALGORITHM FOR MACHINE CALCULATION OF COMPLEX FOURIER SERIES [J].
COOLEY, JW ;
TUKEY, JW .
MATHEMATICS OF COMPUTATION, 1965, 19 (90) :297-&
[4]   ANALYSIS, PARAMETER-ESTIMATION AND OPTIMAL-CONTROL OF TIME-DELAY SYSTEMS VIA TSCHEBYSCHEFF SERIES [J].
HORNG, IR ;
CHOU, JH .
INTERNATIONAL JOURNAL OF CONTROL, 1985, 41 (05) :1221-1234
[5]   ANALYSIS AND PARAMETER-IDENTIFICATION OF TIME-DELAY SYSTEMS VIA SHIFTED LEGENDRE POLYNOMIALS [J].
HWANG, C ;
CHEN, MY .
INTERNATIONAL JOURNAL OF CONTROL, 1985, 41 (02) :403-415
[6]   BLOCK-PULSE FUNCTION-APPROACH TO THE IDENTIFICATION OF MIMO-SYSTEMS AND TIME-DELAY SYSTEMS [J].
JIANG, ZH .
INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 1987, 18 (09) :1711-1720
[7]   SOLUTION AND PARAMETER-ESTIMATION IN LINEAR TIME-INVARIANT DELAYED SYSTEMS USING LAGUERRE POLYNOMIAL EXPANSION [J].
KUNG, FC ;
LEE, H .
JOURNAL OF DYNAMIC SYSTEMS MEASUREMENT AND CONTROL-TRANSACTIONS OF THE ASME, 1983, 105 (04) :297-301
[8]   SHIFTED LEGENDRE SERIES SOLUTION AND PARAMETER-ESTIMATION OF LINEAR DELAYED SYSTEMS [J].
LEE, L ;
KUNG, FC .
INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 1985, 16 (10) :1249-1256
[9]  
Oppenheim A. V., 1975, DIGITAL SIGNAL PROCE
[10]   IDENTIFICATION OF TIME-LAG SYSTEMS VIA WALSH-FUNCTIONS [J].
RAO, GP ;
SIVAKUMAR, L .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1979, 24 (05) :806-808