The development of connected and automated driving functions involves that the interaction of autonomous/ automated vehicles with the surrounding environment will increase. Accordingly, there is a necessity for an improvement in the usage of traditional tools of the automotive development process. This is a critical problem since the classic development process used in the automotive field uses a very simplified driver model and the traffic environment, while nowadays it should contemplate a realistic representation of these elements. To overcome this issue, the authors proposed an integrated simulation environment, based on the co-simulation of Matlab/Simulink environment with simulation of urban mobility, which allows for a realistic model of vehicle dynamic, control logics, driver behaviour and traffic conditions. Simulation tests have been performed to prove the reasoning for such a tool, and to show the capabilities of the instrument. By using the proposed platform, vehicles may be modelled with a higher level of details (with respect to microscopic simulators), while the autonomous/automated driving functions can be tested in realistic traffic scenarios where the features of the road traffic environment can be varied to verify in a realistic way the level of robustness of the on-board implemented functions.
Integrating tools for an effective testing of connected and automated vehicles technologies / Pariota, L.; Coppola, A.; Di Costanzo, L.; Di Vico, A.; Andolfi, A.; D'Aniello, C.; Bifulco, G. N.. - In: IET INTELLIGENT TRANSPORT SYSTEMS. - ISSN 1751-956X. - 14:9(2020), pp. 1025-1033. [10.1049/iet-its.2019.0678]
Integrating tools for an effective testing of connected and automated vehicles technologies
Pariota L.
Primo
;Coppola A.Secondo
;Di Costanzo L.;Di Vico A.;Andolfi A.;D'Aniello C.Penultimo
;Bifulco G. N.Ultimo
2020
Abstract
The development of connected and automated driving functions involves that the interaction of autonomous/ automated vehicles with the surrounding environment will increase. Accordingly, there is a necessity for an improvement in the usage of traditional tools of the automotive development process. This is a critical problem since the classic development process used in the automotive field uses a very simplified driver model and the traffic environment, while nowadays it should contemplate a realistic representation of these elements. To overcome this issue, the authors proposed an integrated simulation environment, based on the co-simulation of Matlab/Simulink environment with simulation of urban mobility, which allows for a realistic model of vehicle dynamic, control logics, driver behaviour and traffic conditions. Simulation tests have been performed to prove the reasoning for such a tool, and to show the capabilities of the instrument. By using the proposed platform, vehicles may be modelled with a higher level of details (with respect to microscopic simulators), while the autonomous/automated driving functions can be tested in realistic traffic scenarios where the features of the road traffic environment can be varied to verify in a realistic way the level of robustness of the on-board implemented functions.File | Dimensione | Formato | |
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IET Intelligent Trans Sys - 2020 - Pariota - Integrating tools for an effective testing of connected and automated vehicles.pdf
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