Robust Dynamic Mode Decomposition

Robust Dynamic Mode Decomposition

This paper develops a robust dynamic mode decomposition (RDMD) method endowed with statistical and numerical robustness. Statistical robustness ensures estimation efficiency at the Gaussian and non-Gaussian probability distributions, including heavy-tailed distributions. The proposed RDMD is statist...

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Bibliographic Details
Main Authors: Amir Hossein Abolmasoumi, Marcos Netto, Lamine Mili
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Dynamic mode decomposition
outlier detection
robust estimation
robust statistics
robust regression
Online Access:https://ieeexplore.ieee.org/document/9797727/

Internet

https://ieeexplore.ieee.org/document/9797727/

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