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Linear, Polynomial, and Look-Up Table Models

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Nonlinear System Identification
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Abstract

This chapter analyzes some classical or traditional model architectures for nonlinear static processes. These model architectures are widely used in theory and practice. The simplest approach pursued in Sect. 10.1 is to approximate the nonlinear process behavior with a linear model. In the subsequent section, the polynomial approximator is discussed. Finally, in Sect. 10.3 the standard grid-based look-up table with linear interpolation is analyzed.

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© 2001 Springer-Verlag Berlin Heidelberg

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Nelles, O. (2001). Linear, Polynomial, and Look-Up Table Models. In: Nonlinear System Identification. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-662-04323-3_9

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  • DOI: https://doi.org/10.1007/978-3-662-04323-3_9

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-08674-8

  • Online ISBN: 978-3-662-04323-3

  • eBook Packages: Springer Book Archive

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