Determination of model order for dynamical system

Jategaonkar, RV and Raol, JR and Balakrishna, S (1982) Determination of model order for dynamical system. IEEE Transactions on Systems, Man, and Cybernetics, SMC-12. pp. 56-62.

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The problem of model order determination, which is an integral part of system identification for dynamical systems of auto-regressive and least square structures is investigated. Twelve model order testing criteria available in the literature are critically evaluated from simulated data and from two different physical processes: (1) human operator responses in compensatory tracking manual control; and (2) wind tunnel mounted model responses to tunnel flow instabilities. The study revealed that of all the criteria tested, only a subset is adequate to establish reliable model order. Based on this observation, a computationally effective working rule is proposed for model order determination for practical dynamical systems.

Item Type: Article
Additional Information: xA9;1982 IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE.
Uncontrolled Keywords: Compensatory tracking;Control simulation;Dynamic models; Manual control;System identification;Wind tunnel models; Autoregressive processes;Human reactions;Least squares method;Man machine systems;Operator performance;Systems simulation;Wind tunnel stability tests
Subjects: MATHEMATICAL AND COMPUTER SCIENCES > Cybernetics, Artificial Intelligence and Robotics
Depositing User: Ms. Alphones Mary
Date Deposited: 19 Feb 2008
Last Modified: 24 May 2010 04:09

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