INPUT DESIGN: A METHOD FOR ACHIEVING PERSISTENCY OF EXCITATION IN NONLINEAR PARMETRIZED SYSTEMS
Mario Alberto Jordán*
* Universidad Nacional del Sur, Dpto. de Ingeniería Eléctrica, Av. Alem 1253 - (8000) Bahía Blanca, ARGENTINA
In this work sufficient time-varying conditions were established for assuring local persistent excitation for identification of a large class of nonlinearly parametrized model structures under integral cost functionals of arbitrary degree. The conditions are algebraic in nature. They can be set up off-line in a symbolic form and evaluated on-line. The potential benefit of these conditions mainly reclines in the design of excitations for nonlinear system identification. A simple method for optimal input design is presented. Examples illustrate the features of the approach.
Keywords: Input Design, Optimal Excitation, Parameter Estimation, Cost Functional
Session slot T-Tu-A01: Input Design and Identification for Control/Area code 3a : Modelling, Identification and Signal Processing

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