Student’s <i>t</i>-Kernel-Based Maximum Correntropy Kalman Filter

The state estimation problem is ubiquitous in many fields, and the common state estimation method is the Kalman filter. However, the Kalman filter is based on the mean square error criterion, which can only capture the second-order statistics of the noise and is sensitive to large outliers. In many...

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Bibliographic Details
Main Authors: Hongliang Huang, Hai Zhang
Format: Article
Language:English
Published: MDPI AG 2022-02-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/22/4/1683