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Karhunen–Loève Expansion Using a Parametric Model of Oscillating Covariance Function

The Karhunen–Loève (KL) expansion decomposes a stochastic process into a set of orthogonal functions with random coefficients. The basic idea of the decomposition is to solve the Fredholm integral equation associated with the covariance kernel of the process. The KL expansion is a powerful mathemati...

Ausführliche Beschreibung

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Bibliografische Detailangaben
Hauptverfasser: Vitaly Kober, Artyom Makovetskii, Sergei Voronin
Format: Artigo
Sprache:Inglês
Veröffentlicht: MDPI AG 2025-08-01
Schriftenreihe:Mathematics
Schlagworte:
Online-Zugang:https://www.mdpi.com/2227-7390/13/16/2569
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