A New Cellular Vehicle-to-Everything Application: Daytime Visibility Detection and Prewarning on Expressways

Driving on an expressway is dangerous on a foggy day due to drivers' inability to obtain visibility information in time. In this research, a new daytime visibility-detection method based on pixel contrast implemented in a prewarning system is proposed. The new visibility-detection method consid...

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Veröffentlicht in:IEEE intelligent transportation systems magazine 2023-03, Vol.15 (2), p.85-98
Hauptverfasser: Zhang, Changlong, Li, Fan, Ou, Jian, Xie, Pengcheng, Sheng, Weitian
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Sprache:eng
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Zusammenfassung:Driving on an expressway is dangerous on a foggy day due to drivers' inability to obtain visibility information in time. In this research, a new daytime visibility-detection method based on pixel contrast implemented in a prewarning system is proposed. The new visibility-detection method considers various interference factors on low-visibility foggy days and is easy to implement. In addition, a new convenient and safe camera-calibration method is proposed. The prewarning system is based on the low-latency cellular vehicle-to-everything (C-V2X) communication technology; it enables drivers to obtain low-visibility information in real time. Our experiment results prove that the output visibility-distance information obtained from the proposed method is more stable, smooth, and robust than that of other methods. Currently, the proposed C-V2X application has been implemented on a real expressway, and its actual operation shows a high detection accuracy and stable performance.
ISSN:1939-1390
1941-1197
DOI:10.1109/MITS.2022.3181988