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Estimation of tire road friction coefficient based on image recognition and FC-UKF

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Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering

Published online on

Abstract

Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering, Volume 240, Issue 5, Page 2571-2581, April 2026.
In order to accurately estimate the tire road friction coefficient (TRFC), this paper presents a fusion estimation method based on image recognition and vehicle dynamic information. Firstly, TRFC is obtained by the onboard camera, and the convolutional ...