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Multi-actuated ground vehicle tyre force estimation through a coupled 1D simulation-estimation framework

Authors: Viehweger, Marco; van Aalst, Sebastiaan; Naets, Frank; Desmet, Wim;

Multi-actuated ground vehicle tyre force estimation through a coupled 1D simulation-estimation framework

Abstract

This paper disseminates the use of a coupled 1D simulation-estimation framework employed for multi-actuated ground vehicle tyre force virtual sensing. The forces generated in the tyre contact patches govern the vehicle motion and behaviour on the road. Therefore, they are highly relevant for Advanced Driver Assistance Systems (ADAS) and Automated Driving (AD) technologies, especially when it comes to ensuring vehicle stability and driving safety in extreme manoeuvres. However, some ADAS and AD features require accurate and robust estimation of additional vehicle dynamics related quantities. Thus, this paper proposes a framework for the consistent use of 1D vehicle models of different complexity together with state-of-the-art estimation techniques to enable joint state, disturbance, parameter (SDP) estimation.

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Belgium
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Keywords

Technology, Science & Technology, tyre forces, Transportation Science & Technology, ITEAM, Extended Kalman Filter, Engineering, Electrical & Electronic, Transportation, FM_Acknowledged, Engineering, IOF, SIDESLIP ANGLE, FM_Affiliated, PDmandaat_Frank, MOFORM, state estimation, simulation-estimation framework, parameter estimation

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selected citations
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This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
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