Correlation Techniques for the Identification of Non-Linear Systems
The Volterra series expansion of the response of a non-linear system is described, along with its counterpart in the frequency domain. Cross-correlation methods for identifying the kernel functions which occur in this expansion are reviewed, with particular emphasis on techniques for obtaining the l...
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| Format: | Article |
| Language: | English |
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SAGE Publishing
1972-08-01
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| Series: | Measurement + Control |
| Online Access: | https://doi.org/10.1177/002029407200500802 |
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doaj-9a4ae11d3374429588ef01c72a80a00c2020-11-25T02:59:00ZengSAGE PublishingMeasurement + Control0020-29401972-08-01510.1177/002029407200500802Correlation Techniques for the Identification of Non-Linear SystemsR. J. Simpson0H. M. Power1 Senior Lecturer in the Department of Electrical and Electronic Engineering, Preston Polytechnic, Preston, Lancs Professor of Control Engineering in the Department of Electrical Engineering, University of SalfordThe Volterra series expansion of the response of a non-linear system is described, along with its counterpart in the frequency domain. Cross-correlation methods for identifying the kernel functions which occur in this expansion are reviewed, with particular emphasis on techniques for obtaining the linear approximant to a non-linear system. Some recent work which appears to be unrelated to the Volterra approach is also discussed.https://doi.org/10.1177/002029407200500802 |
| collection |
DOAJ |
| language |
English |
| format |
Article |
| sources |
DOAJ |
| author |
R. J. Simpson H. M. Power |
| spellingShingle |
R. J. Simpson H. M. Power Correlation Techniques for the Identification of Non-Linear Systems Measurement + Control |
| author_facet |
R. J. Simpson H. M. Power |
| author_sort |
R. J. Simpson |
| title |
Correlation Techniques for the Identification of Non-Linear Systems |
| title_short |
Correlation Techniques for the Identification of Non-Linear Systems |
| title_full |
Correlation Techniques for the Identification of Non-Linear Systems |
| title_fullStr |
Correlation Techniques for the Identification of Non-Linear Systems |
| title_full_unstemmed |
Correlation Techniques for the Identification of Non-Linear Systems |
| title_sort |
correlation techniques for the identification of non-linear systems |
| publisher |
SAGE Publishing |
| series |
Measurement + Control |
| issn |
0020-2940 |
| publishDate |
1972-08-01 |
| description |
The Volterra series expansion of the response of a non-linear system is described, along with its counterpart in the frequency domain. Cross-correlation methods for identifying the kernel functions which occur in this expansion are reviewed, with particular emphasis on techniques for obtaining the linear approximant to a non-linear system. Some recent work which appears to be unrelated to the Volterra approach is also discussed. |
| url |
https://doi.org/10.1177/002029407200500802 |
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AT rjsimpson correlationtechniquesfortheidentificationofnonlinearsystems AT hmpower correlationtechniquesfortheidentificationofnonlinearsystems |
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