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Model Predictive Controller for Path Following Applications

  • Metaadatok
Tartalom: http://hdl.handle.net/10890/16969
Archívum: Műegyetem Digitális Archívum
Gyűjtemény: 1. Tudományos közlemények, publikációk
Konferenciák gyűjteményei
Conference on BME ZalaZONE, 2022
Cím:
Model Predictive Controller for Path Following Applications
Létrehozó:
Domina, Ádám
Tihanyi, Viktor
Dátum:
2022-05-03T10:04:46Z
2022-05-03T10:04:46Z
2022
Tartalmi leírás:
In this article, a model predictive controller (MPC) for automated vehicle path following is presented. The MPC calculates the optimal steering command based on the prediction of the future states of the vehicle and the reference given for the controller. The aim is to minimize the difference between the predicted and the reference states, which is ensured by the optimal control input. The MPC control technique applies a vehicle model for state prediction. In this paper, a bicycle model is used for state prediction, which model is updated at every time step formalizing an LPV-MPC structure. The controller aims to minimize the lateral and angular deviation of the vehicle from a fixed path. A reference path is built, on which the controller is tested, showing a good performance.
Nyelv:
angol
Formátum:
application/pdf
Azonosító: