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If P is unknown, it can be selected using some model order selection criterion [38].

To do so, we will select the L most relevant signatures using model order selection techniques [30].

closed-form PARAFAC-based model order selection.

In this paper, the model order selection will be investigated.

Therefore, the model order selection is studied in this section.

Here, we use MDL for polynomial order selection.

(3) Find the best polynomial orders for each interval using the order selection techniques introduced in Section Polynomial order selection.

In addition, the model order selection is achieved by the optimization scheme.

For scenarios with colored noise, we present our proposed multi-dimensional model order selection technique called closed-form PARAFAC-based model order selection (CFP-MOS) scheme [3, 5].

In Section 3, different model order selection criteria are comparatively discussed, and ARMA(2n,2n – 1) modeling procedures are adopted to optimize the order selection path.

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