RISE-Based Integrated Motion Control of Autonomous Ground Vehicles With Asymptotic Prescribed Performance

نویسندگان

چکیده

This article investigates the integrated lane-keeping and roll control for autonomous ground vehicles (AGVs) considering transient performance system disturbances. The robust integral of sign error (RISE) strategy is proposed to achieve purpose with rollover prevention, by guaranteeing asymptotic stability closed-loop system, attenuating systematic disturbances, maintaining controlled states within prescribed boundaries. Three contributions have been made in this article: 1) a new function (PPF) that does not require accurate initial errors guarantee tracking restricted predefined boundaries; 2) modified neural network (NN) estimator which requires fewer adaptively updated parameters approximate unknown vertical dynamics; 3) improved RISE based on PPF objective, analytically guarantees both controller continuity integrating signum function. overall proved Lyapunov effectiveness robustness are finally verified comparative simulations using two representative driving maneuvers, high-fidelity CarSim-Simulink simulation.

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ژورنال

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

سال: 2021

ISSN: ['1083-4427', '1558-2426']

DOI: https://doi.org/10.1109/tsmc.2019.2950468