- Tytuł:
- Crowdsourced Driving Comfort Monitoring
- Autorzy:
-
Badurowicz, Marcin
Montusiewicz, Jerzy
Przyłucki, Sławomir - Powiązania:
- https://bibliotekanauki.pl/articles/2023307.pdf
- Data publikacji:
- 2021
- Wydawca:
- Stowarzyszenie Inżynierów i Techników Mechaników Polskich
- Tematy:
-
accelerometer
anomaly detection
roads quality
road artefacts
quality monitoring - Opis:
- In this paper, the authors are showing a calculation of the road quality index called Simple Road Quality Index (SRQI) using the weight provided by the amateur drivers to best possibly rate their comfort on driving on that road. The index is calculated from acceleration data acquired by the smartphone application and is aggregated in a crowdsourcing system for the classification of road quality using the fuzzy membership function. The paper shows that the proposed index correctly shows road quality changes over time and may be used as a way to mark roads to be avoided or needs to be repaired. The numerical experiment was based on the same street in Lublin, Poland, in 2015-2021 and is correctly showing that the quality of analyzed roads deteriorated over time, especially in the winter season.
- Źródło:
-
Advances in Science and Technology. Research Journal; 2021, 15, 3; 309-317
2299-8624 - Pojawia się w:
- Advances in Science and Technology. Research Journal
- Dostawca treści:
- Biblioteka Nauki
Artykuł