A Real-Time Pothole Detection Approach for Intelligent Transportation System
Joint Authors
Lo, Chi-Chun
Cheng, Ding-Yuan
Chen, Chi-Hua
Wang, Hsiu-Wen
Lin, Chun-Hao
Source
Mathematical Problems in Engineering
Issue
Vol. 2015, Issue 2015 (31 Dec. 2015), pp.1-7, 7 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2015-08-27
Country of Publication
Egypt
No. of Pages
7
Main Subjects
Abstract EN
In recent years, fast economic growth and rapid technology advance have led to significant impact on the quality of traditional transport system.
Intelligent transportation system (ITS), which aims to improve the transport system, has become more and more popular.
Furthermore, improving the safety of traffic is an important issue of ITS, and the pothole on the road causes serious harm to drivers’ safety.
Therefore, drivers’ safety may be improved with the establishment of real-time pothole detection system for sharing the pothole information.
Moreover, using the mobile device to detect potholes has been more popular in recent years.
This approach can detect potholes with lower cost in a comprehensive environment.
This study proposes a pothole detection method based on the mobile sensing.
The accelerometer data is normalized by Euler angle computation and is adopted in the pothole detection algorithm to obtain the pothole information.
Moreover, the spatial interpolation method is used to reduce the location errors from global positioning system (GPS) data.
In experiments, the results show that the proposed approach can precisely detect potholes without false-positives, and the higher accuracy is performed by the proposed approach.
Therefore, the proposed real-time pothole detection approach can be used to improve the safety of traffic for ITS.
American Psychological Association (APA)
Wang, Hsiu-Wen& Chen, Chi-Hua& Cheng, Ding-Yuan& Lin, Chun-Hao& Lo, Chi-Chun. 2015. A Real-Time Pothole Detection Approach for Intelligent Transportation System. Mathematical Problems in Engineering،Vol. 2015, no. 2015, pp.1-7.
https://search.emarefa.net/detail/BIM-1074934
Modern Language Association (MLA)
Wang, Hsiu-Wen…[et al.]. A Real-Time Pothole Detection Approach for Intelligent Transportation System. Mathematical Problems in Engineering No. 2015 (2015), pp.1-7.
https://search.emarefa.net/detail/BIM-1074934
American Medical Association (AMA)
Wang, Hsiu-Wen& Chen, Chi-Hua& Cheng, Ding-Yuan& Lin, Chun-Hao& Lo, Chi-Chun. A Real-Time Pothole Detection Approach for Intelligent Transportation System. Mathematical Problems in Engineering. 2015. Vol. 2015, no. 2015, pp.1-7.
https://search.emarefa.net/detail/BIM-1074934
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1074934