Non-linearity detection of weakly non-linear dynamic systems using cumulants

Kamal A.F. Moustafa; Hosam E. Emara-Shabaik

doi:10.1080/00207729208949373

Non-linearity detection of weakly non-linear dynamic systems using cumulants

Kamal A.F. Moustafa, Hosam E. Emara-Shabaik

Research output: Contribution to journal › Article › peer-review

4 Citations (Scopus)

Abstract

Non-linearity detection in dynamic systems is a fundamental issue in non-linear system identification. This problem is treated with the aid of the perturbation technique. A criterion for the detection of even non-linearities is developed in terms of the third-order cumulants of vector stochastic processes.

Original language	English
Pages (from-to)	1167-1177
Number of pages	11
Journal	International Journal of Systems Science
Volume	23
Issue number	7
DOIs	https://doi.org/10.1080/00207729208949373
Publication status	Published - Jul 1992
Externally published	Yes

ASJC Scopus subject areas

Control and Systems Engineering
Theoretical Computer Science
Computer Science Applications

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title = "Non-linearity detection of weakly non-linear dynamic systems using cumulants",

abstract = "Non-linearity detection in dynamic systems is a fundamental issue in non-linear system identification. This problem is treated with the aid of the perturbation technique. A criterion for the detection of even non-linearities is developed in terms of the third-order cumulants of vector stochastic processes.",

author = "Moustafa, {Kamal A.F.} and Emara-Shabaik, {Hosam E.}",

year = "1992",

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AU - Moustafa, Kamal A.F.

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Non-linearity detection of weakly non-linear dynamic systems using cumulants

Abstract

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