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Identification of a Nonlinear Polynomial Model for an Air-to-Air Missile using the GMDH Algorithm

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1 Author(s)
Peter A. Karnazes ; Department of Electrical Engineering, Colorado State University, Fort Collins, Colorado 80525

This paper presents a procedure which is used to identify the coefficients of a nonlinear polynomial model for an air-to-air missile. The structure of the polynomial model is determined using the Group Method of Data Handling (GMDH) algorithm with a data base consisting only of values for input-output variables. The GMDH algorithm generates a network of smaller nonlinear polynomial kernels as its model. The resulting model is a multivariate third-order representation of the system.

Published in:

American Control Conference, 1982

Date of Conference:

14-16 June 1982