Parameter Identification of Nonlinear Systems Using Perturbation Methods and Higher-Order Statistics

Parameter Identification of Nonlinear Systems Using Perturbation Methods and Higher-Order Statistics

A parametric identification procedure is proposed that combines the method of multiple scales and higher-order statistics to efficiently and accurately model nonlinear systems. A theoretical background for the method of multiple scales and higher-order statistics is given. Validation of the...

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Bibliographic Details
Main Author: Fung, Jimmy Jr.
Other Authors: Engineering Mechanics
Format: Others
Published: Virginia Tech 2014
Subjects:
Nonlinear systems
system identification
parametric identification
higher-order statistics
bispectra
perturbation methods
method of multiple scales.
Online Access:http://hdl.handle.net/10919/36921
http://scholar.lib.vt.edu/theses/available/etd-72098-173139/

Internet

http://hdl.handle.net/10919/36921
http://scholar.lib.vt.edu/theses/available/etd-72098-173139/

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