An improved observer design approach for autonomous vehicles using error-based ultra-local model

Abstract The paper presents a novel observer design method for an autonomous vehicle-oriented estimation problem. The design process combines two approaches: the Linear Parameter Varying framework and the error-based ultra-local model. The main goal of the error-based ultra-local model is to deal wi...

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Bibliographic Details
Main Authors: Daniel Fenyes, Tamas Hegedus, Balazs Nemeth, Peter Gaspar
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-025-10575-0
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