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Review

Research Scenarios of Autonomous Vehicles, the Sensors and Measurement Systems Used in Experiments

by
Leon Prochowski
1,2,
Patryk Szwajkowski
2,3,* and
Mateusz Ziubiński
1
1
Institute of Vehicles and Transportation, Military University of Technology (WAT), ul. gen. Sylwestra Kaliskiego 2, 00-908 Warsaw, Poland
2
Łukasiewicz Research Network—Automotive Industry Institute (Łukasiewicz-PIMOT), ul. Jagiellońska 55, 03-301 Warsaw, Poland
3
Doctoral School, Military University of Technology (WAT), ul. gen. Sylwestra Kaliskiego 2, 00-908 Warsaw, Poland
*
Author to whom correspondence should be addressed.
Sensors 2022, 22(17), 6586; https://doi.org/10.3390/s22176586
Submission received: 8 August 2022 / Revised: 26 August 2022 / Accepted: 29 August 2022 / Published: 31 August 2022

Abstract

Automated and autonomous vehicles are in an intensive development phase. It is a phase that requires a lot of modelling and experimental research. Experimental research into these vehicles is in its initial state. There is a lack of findings and standardized recommendations for the organization and creation of research scenarios. There are also many difficulties in creating research scenarios. The main difficulties are the large number of systems for simultaneous checking. Additionally, the vehicles have a very complicated structure. A review of current publications allowed for systematization of the research scenarios of vehicles and their components as well as the measurement systems used. These include perception systems, automated response to threats, and critical situations in the area of road safety. The scenarios analyzed ensure that the planned research tasks can be carried out, including the investigation of systems that enable autonomous driving. This study uses passenger cars equipped with highly sophisticated sensor systems and localization devices. Perception systems are the necessary equipment during the conducted study. They provide recognition of the environment, mainly through vision sensors (cameras) and lidars. The research tasks include autonomous driving along a detected road lane on a curvilinear track. The effective maintenance of the vehicle in this lane is assessed. The location used in the study is a set of specialized research tracks on which stationary or moving obstacles are often placed.
Keywords: research and test scenarios; specialized test tracks; proving grounds; automated and autonomous vehicles; experimental research; ADAS; perception sensors; lidars; cameras; radars research and test scenarios; specialized test tracks; proving grounds; automated and autonomous vehicles; experimental research; ADAS; perception sensors; lidars; cameras; radars

Share and Cite

MDPI and ACS Style

Prochowski, L.; Szwajkowski, P.; Ziubiński, M. Research Scenarios of Autonomous Vehicles, the Sensors and Measurement Systems Used in Experiments. Sensors 2022, 22, 6586. https://doi.org/10.3390/s22176586

AMA Style

Prochowski L, Szwajkowski P, Ziubiński M. Research Scenarios of Autonomous Vehicles, the Sensors and Measurement Systems Used in Experiments. Sensors. 2022; 22(17):6586. https://doi.org/10.3390/s22176586

Chicago/Turabian Style

Prochowski, Leon, Patryk Szwajkowski, and Mateusz Ziubiński. 2022. "Research Scenarios of Autonomous Vehicles, the Sensors and Measurement Systems Used in Experiments" Sensors 22, no. 17: 6586. https://doi.org/10.3390/s22176586

APA Style

Prochowski, L., Szwajkowski, P., & Ziubiński, M. (2022). Research Scenarios of Autonomous Vehicles, the Sensors and Measurement Systems Used in Experiments. Sensors, 22(17), 6586. https://doi.org/10.3390/s22176586

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