A PREDICTION-ERROR ESTIMATION ALGORITHM FOR THE RECONSTRUCTION OF LINEAR AND NONLINEAR CONTINUOUS-TIME MODELS FROM FREQUENCY-RESPONSE DATA

被引：2
|
作者：
TSANG, KM [1 ]
BILLINGS, SA [1 ]
机构：
[1] UNIV SHEFFIELD,DEPT AUTOMAT CONTROL & SYST ENGN,SHEFFIELD S1 3JD,S YORKSHIRE,ENGLAND
来源：
INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE | 1992年 / 23卷 / 09期
关键词：
D O I：
10.1080/00207729208949405
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 prediction error estimation algorithm is derived for the estimation of complex number systems. The algorithm is applied to reconstruct both linear and nonlinear differential equation models from frequency response data. A simulation study is included to illustrate the algorithm.
引用
收藏
页码：1533 / 1538
页数：6
相关论文
共 50 条
  • [31] Robust System Identification of Continuous-Time Model from Frequency Response Function Data
    Tang, Wei
    Shi, Zhongke
    2011 9TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA 2011), 2011, : 661 - 665
  • [32] Parameter estimation for non-linear continuous-time systems in a bounded error context
    Raïssi, T
    Ramdani, N
    Candau, Y
    42ND IEEE CONFERENCE ON DECISION AND CONTROL, VOLS 1-6, PROCEEDINGS, 2003, : 2240 - 2245
  • [33] Guaranteed estimation of the parameters of nonlinear continuous-time models: Contributions of interval analysis
    Kieffer, M.
    Walter, E.
    INTERNATIONAL JOURNAL OF ADAPTIVE CONTROL AND SIGNAL PROCESSING, 2011, 25 (03) : 191 - 207
  • [34] Least squares parameter estimation of continuous-time ARX models from discrete-time data
    Soderstrom, T
    Fan, H
    Carlsson, B
    Bigi, S
    IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1997, 42 (05) : 659 - 673
  • [35] Frequency domain identification of continuous-time output error models, Part I: Uniformly sampled data and frequency function approximation
    Gillberg, Jonas
    Ljung, Lennart
    AUTOMATICA, 2010, 46 (01) : 1 - 10
  • [36] A Numerical Algorithm for Reconstructing Continuous-Time Linear Models with Pure Integrators from Their Discrete-Time Equivalents
    Kassas, Zaher M.
    Morrow, Greg
    2008 IEEE INTERNATIONAL SYMPOSIUM ON COMPUTER-AIDED CONTROL SYSTEM DESIGN, 2008, : 213 - 218
  • [37] State estimation by the ellipsoid method from continuous-time linear observations
    Bakan, GM
    Volosov, VV
    CYBERNETICS AND SYSTEMS ANALYSIS, 1995, 31 (04) : 571 - 582
  • [38] Adaptive Identification Algorithm for Continuous-Time Linear Time-Invariant Systems in Frequency Domain
    Mi, Wen
    Zheng, Wei Xing
    IFAC PAPERSONLINE, 2018, 51 (15): : 239 - 244
  • [39] Obtaining Multivariable Continuous-Time Models From Sampled Data
    Romano, Rodrigo A.
    Pait, Felipe
    dos Santos, P. Lopes
    2017 AMERICAN CONTROL CONFERENCE (ACC), 2017, : 140 - 145
  • [40] IDENTIFICATION OF LINEAR TIME-INVARIANT SYSTEMS FROM FREQUENCY-RESPONSE DATA CORRUPTED BY BOUNDED NOISE
    GU, G
    MISRA, P
    IEE PROCEEDINGS-D CONTROL THEORY AND APPLICATIONS, 1992, 139 (02): : 135 - 140
12345