Model Order Selection of N-FIR Models by the Analysis of Variance Method

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Use of the Analysis of Variance Method for Model Order Selection of N-FIR Models

Identification of non-linear FIR-models is studied. In particular the selection of model structure, i.e., to find the contributing input time lags, has been examined. A common method, exhaustive search among models with all possible combinations of the input time lags, has some undesired drawbacks, as a tendency that the minimization algorithm gets stuck in local minima and heavy computations. ...

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ژورنال

عنوان ژورنال: IFAC Proceedings Volumes

سال: 2000

ISSN: 1474-6670

DOI: 10.1016/s1474-6670(17)39778-1