Motorway Measurement Campaign to Support R&D Activities in the Field of Automated Driving Technologies.
5G
UHD map
automated driving
autonomous vehicles
infrastructure sensors
measurement campaign
vehicle detection
vehicle sensors
Journal
Sensors (Basel, Switzerland)
ISSN: 1424-8220
Titre abrégé: Sensors (Basel)
Pays: Switzerland
ID NLM: 101204366
Informations de publication
Date de publication:
19 Mar 2021
19 Mar 2021
Historique:
received:
12
02
2021
revised:
14
03
2021
accepted:
15
03
2021
entrez:
3
4
2021
pubmed:
4
4
2021
medline:
4
4
2021
Statut:
epublish
Résumé
A spectacular measurement campaign was carried out on a real-world motorway stretch of Hungary with the participation of international industrial and academic partners. The measurement resulted in vehicle based and infrastructure based sensor data that will be extremely useful for future automotive R&D activities due to the available ground truth for static and dynamic content. The aim of the measurement campaign was twofold. On the one hand, road geometry was mapped with high precision in order to build Ultra High Definition (UHD) map of the test road. On the other hand, the vehicles-equipped with differential Global Navigation Satellite Systems (GNSS) for ground truth localization-carried out special test scenarios while collecting detailed data using different sensors. All of the test runs were recorded by both vehicles and infrastructure. The paper also showcases application examples to demonstrate the viability of the collected data having access to the ground truth labeling. This data set may support a large variety of solutions, for the test and validation of different kinds of approaches and techniques. As a complementary task, the available 5G network was monitored and tested under different radio conditions to investigate the latency results for different measurement scenarios. A part of the measured data has been shared openly, such that interested automotive and academic parties may use it for their own purposes.
Identifiants
pubmed: 33808936
pii: s21062169
doi: 10.3390/s21062169
pmc: PMC8003739
pii:
doi:
Types de publication
Journal Article
Langues
eng
Sous-ensembles de citation
IM
Subventions
Organisme : Development of central system architecture for autonomous vehicle testing and operation related services
ID : 2019-2.1.14-ÖNVEZETŐ- 2019-00001
Organisme : testEPS - testing and verification methods for Environmental Perception Systems
ID : testEPS
Organisme : Austrian Federal Ministry of Transport, Innovation and Technology (BMVIT) and The Austrian Research Promotion Agency (FFG) through the program "Mobilität der Zukunft" (2020)
ID : Mobilität der Zukunft
Organisme : COMET-K2 Center of the Linz Center of Mechatronics (LCM) funded by the Austrian federal government and the federal state of Upper Austria
ID : COMET-K2
Références
Sensors (Basel). 2019 Jan 15;19(2):
pubmed: 30650658
Sensors (Basel). 2021 Jan 11;21(2):
pubmed: 33440742
Sensors (Basel). 2020 Dec 21;20(24):
pubmed: 33371383
Sensors (Basel). 2021 Jan 11;21(2):
pubmed: 33440714
Sensors (Basel). 2020 Dec 30;21(1):
pubmed: 33396804