A theory of non-linear system identification
作者:
MARTIN SCHETZEN,
期刊:
International Journal of Control
(Taylor Available online 1974)
卷期:
Volume 20,
issue 4
页码: 577-592
ISSN:0020-7179
年代: 1974
DOI:10.1080/00207177408932762
出版商: Taylor & Francis Group
数据来源: Taylor
摘要:
The theory and procedures for the determination of an optimumpth-order nonlinear. time-invariant, model of a given system is developed in this article. The model determined is optimum in the sense that, with the input being from a Gaussian process, the mean-square difference between its output and that of the given system is the smallest possible. An analysis of the mean-square error also is presented. In addition, a Parseval theorem for nonlinear systems is derived from which a measure ofpth-order non-linearity for a given system is obtained.
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