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The objective of the chapter is to explore potentials for adaptive MV control of ARMAX systems having PWL nonlinearities. A basic introduction to a digital analysis of linear and nonlinear ARMAX systems is given. Two types of invertible nonlinearity system models, the Wiener system and the Hammerstein one, are analysed in a closed-loop framework. For both systems a good many examples, based numerical simulation, are given.

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Exploring the Potentiality of Nonlinear Systems for Minimum Variance Control

  • 章节

  • 发表日期：

    2026年

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  • Rimantas Pupeikis,
  • Kazys Kazlauskas

摘要

The objective of the chapter is to explore potentials for adaptive MV control of ARMAX systems having PWL nonlinearities. A basic introduction to a digital analysis of linear and nonlinear ARMAX systems is given. Two types of invertible nonlinearity system models, the Wiener system and the Hammerstein one, are analysed in a closed-loop framework. For both systems a good many examples, based numerical simulation, are given.