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  • 标题:Crowdsourced Driving Comfort Monitoring
  • 本地全文:下载
  • 作者:Marcin Badurowicz ; Marcin Badurowicz ; Jerzy Montusiewicz
  • 期刊名称:Advances in Science and Technology Research Journal
  • 印刷版ISSN:2080-4075
  • 电子版ISSN:2299-8624
  • 出版年度:2021
  • 卷号:15
  • 期号:3
  • 页码:309-317
  • DOI:10.12913/22998624/141259
  • 语种:English
  • 出版社:Society of Polish Mechanical Engineers and Technicians
  • 摘要: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 rate their comfort best possibly 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.
  • 关键词:road quality;accelerometer;anomaly detection;road artefacts;quality monitoring
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