Nonlinear dynamical system modeling by piecewise-linear system

Nonlinear dynamical system modeling by piecewise-linear system

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Article ID: iaor1991541
Country: Japan
Volume: J72-A
Issue: 11
Start Page Number: 1796
End Page Number: 1806
Publication Date: Nov 1989
Journal: Transactions of the Institute of Electronics, Information and Communication Engineers
Authors: ,
Keywords: adaptive processes
Abstract:

Piecewise-linearization is a simple modeling method which approximates nonlinear mapping by linear one on each divided regions. In this paper, the authors propose a modeling method of nonlinear systems using piecewise-linear systems. The parameter adaptive identifications scheme is the useful tool for the present modeling process, so that state variable trajectories of original and piecewise-linear systems may be almost identical. On this process, the continuity condition of parameters of piecewise-linear systems on the decomposition boundaries in the state space is considered. As an application, the construction method of self-oscillating system with prescribed waveform is shown. [In Japanese.]

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