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Personalized path generation and robust H∞ output‐feedback path following control for automated vehicles considering driving styles.
- Source :
- IET Intelligent Transport Systems (Wiley-Blackwell); Dec2021, Vol. 15 Issue 12, p1582-1595, 14p
- Publication Year :
- 2021
-
Abstract
- This paper proposes a personalized output‐feedback path‐following control strategy for automated vehicles. A personalized path generation approach is created to obtain the expected paths of drivers with different driving styles. Historical driving data and road features are used to calculate the waypoints that characterize driving styles. Then, a robust H∞ output‐feedback controller is designed to follow the generated paths. A solution based on matrix partition is provided to compute the output‐feedback control gains without using the vehicle lateral velocity signal, which facilitates the practical implementation of the designed controller. The proposed driving strategy is validated in CarSim® simulations and scaled car experiments. The results show the personalized paths can match with drivers' driving styles and can be tracked by the designed output‐feedback path‐following controller. [ABSTRACT FROM AUTHOR]
- Subjects :
- VEHICLES
AUTOMOBILE driving
VELOCITY
ROADS
EXPERIMENTS
Subjects
Details
- Language :
- English
- ISSN :
- 1751956X
- Volume :
- 15
- Issue :
- 12
- Database :
- Complementary Index
- Journal :
- IET Intelligent Transport Systems (Wiley-Blackwell)
- Publication Type :
- Academic Journal
- Accession number :
- 153561779
- Full Text :
- https://doi.org/10.1049/itr2.12097