A Nonlinear Model-Predictive Contouring Controller for Shared Control Driving Assistance in High-Performance Scenarios

نویسندگان

چکیده

An increasing number of vehicles today are equipped with advanced driver-assistance systems that provide humans involved in the driving tasks continuous and active support. State-of-the-art implementations these frequently rely on an underlying vehicle controller based model-predictive control strategy. In this article, we propose a nonlinear contouring for assistance system high-performance scenarios. The design follows specific features to ensure effectiveness interaction, namely, adaptability respect current state, capabilities, tunability system. First, algorithm performance is evaluated offline compared commercial lap-time minimizer, then experimental implementation human driver (HD) loop has been accomplished professional dynamic simulator, where evaluation performed: 1) gg-bound exploited adapt controller’s behavior different abilities; 2) unexpected HD tested; 3) ability handle at limit maneuverability established. obtained strategy, then, demonstrates be suitable as racing track.

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ژورنال

عنوان ژورنال: IEEE transactions on systems, man, and cybernetics

سال: 2023

ISSN: ['1083-4427', '1558-2426']

DOI: https://doi.org/10.1109/tsmc.2022.3177271