Nonlinear Tire Model Approximation Using Machine Learning for Efficient Model Predictive Control

Model Predictive Controller (MPC) is widely used as a technique for path tracking control since it allows for dealing with system constraints and future forecasts. However, the performance of MPC is directly affected by the adopted model. A complex dynamic model can guarantee accuracy in path tracki...

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Bibliographic Details
Main Authors: Lucas Castro Sousa, Helon Vicente Hultmann Ayala
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9912416/