Conference Paper

Interactive Simulation Program for Autonomous Vehicles

Volume: 16 December 31, 2021
  • Claudiu Radu Pozna
  • Csaba Antonya
EN

Interactive Simulation Program for Autonomous Vehicles

Abstract

The paper presents an interactive simulation program dedicated to autonomous vehicles. The program, developed in the form of an app and written in the Matlab programming language, is a didactic tool, which aims to better understand the phenomena that occur during locomotion. To achieve this goal, the user can easily perform interactive simulations by changing the model parameters. In addition to the mentioned flexibility, the user can perform case studies and scenarios. The structure of the program is obtained by aggregating seven objects (modules), dedicated to studying the contributions of each to the simulation. These modules are for different types of trajectories, for controllers, three types of locomotion models, sensors, different filters, environment models, and for simultaneous localization and mapping. The connection between them is possible through a database. This framework ensures the continuity of the simulations. At the end of the interactive visual simulation, the user is obtaining a holistic report with the results.

Keywords

References

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  2. Dosovitskiy, A., Ros, G., Codevilla, F., Lopez, A., & Koltun, V. (2017). CARLA: An open urban driving simulator. In Conference on robot learning (pp. 1-16). PMLR.
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  4. The MathWorks Inc (2020). MATLAB version 9.8.0. Natick.
  5. Pozna, C. R., & Antonya, C. (2016). Issues about autonomous cars. In 2016 IEEE 11th International Symposium on Applied Computational Intelligence and Informatics (SACI) (pp. 13-18). IEEE.
  6. Pozna, C. R., & Antonya, C. (2021). Proposal of an autonomous vehicle control architecture. In 2021 IEEE 25th International Conference on Intelligent Engineering Systems (INES) (pp. 37-42). IEEE.
  7. Rosique, F., Navarro, P. J., Fernández, C., & Padilla, A. (2019). A systematic review of perception system and simulators for autonomous vehicles research. Sensors, 19(3), 648.
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Details

Primary Language

English

Subjects

Engineering

Journal Section

Conference Paper

Authors

Claudiu Radu Pozna This is me
Romania

Csaba Antonya This is me
Romania

Publication Date

December 31, 2021

Submission Date

August 10, 2021

Acceptance Date

October 1, 2021

Published in Issue

Year 2021 Volume: 16

APA
Pozna, C. R., & Antonya, C. (2021). Interactive Simulation Program for Autonomous Vehicles. The Eurasia Proceedings of Science Technology Engineering and Mathematics, 16, 26-30. https://doi.org/10.55549/epstem.1052211
AMA
1.Pozna CR, Antonya C. Interactive Simulation Program for Autonomous Vehicles. EPSTEM. 2021;16:26-30. doi:10.55549/epstem.1052211
Chicago
Pozna, Claudiu Radu, and Csaba Antonya. 2021. “Interactive Simulation Program for Autonomous Vehicles”. The Eurasia Proceedings of Science Technology Engineering and Mathematics 16 (December): 26-30. https://doi.org/10.55549/epstem.1052211.
EndNote
Pozna CR, Antonya C (December 1, 2021) Interactive Simulation Program for Autonomous Vehicles. The Eurasia Proceedings of Science Technology Engineering and Mathematics 16 26–30.
IEEE
[1]C. R. Pozna and C. Antonya, “Interactive Simulation Program for Autonomous Vehicles”, EPSTEM, vol. 16, pp. 26–30, Dec. 2021, doi: 10.55549/epstem.1052211.
ISNAD
Pozna, Claudiu Radu - Antonya, Csaba. “Interactive Simulation Program for Autonomous Vehicles”. The Eurasia Proceedings of Science Technology Engineering and Mathematics 16 (December 1, 2021): 26-30. https://doi.org/10.55549/epstem.1052211.
JAMA
1.Pozna CR, Antonya C. Interactive Simulation Program for Autonomous Vehicles. EPSTEM. 2021;16:26–30.
MLA
Pozna, Claudiu Radu, and Csaba Antonya. “Interactive Simulation Program for Autonomous Vehicles”. The Eurasia Proceedings of Science Technology Engineering and Mathematics, vol. 16, Dec. 2021, pp. 26-30, doi:10.55549/epstem.1052211.
Vancouver
1.Claudiu Radu Pozna, Csaba Antonya. Interactive Simulation Program for Autonomous Vehicles. EPSTEM. 2021 Dec. 1;16:26-30. doi:10.55549/epstem.1052211