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Conference proceeding
On the Analysis of Road Surface Conditions Using Embedded Smartphone Sensors
2017 8th International Conference on Information and Communication Systems (ICICS), pp.177-181
International Conference on Information and Communication Systems
International Conference on Information and Communication Systems (ICICS), 8th (Irbid, Jordan, 04/04/2017–04/06/2017)
01/01/2017
Web of Science ID: WOS:000403394400032
Abstract
Road conditions play a critical role in ensuring traffic safety and reducing traffic jams and congestions. Ensuring healthy conditions require constant monitoring to detect and predict potential road deterioration. This work proposes a low-cost solution that takes advantage of sensory capabilities of smartphones. By recording Gyro rotation sensor data, we show that abnormalities can be detected by calculating the second moment of sensor data. Our work is validated by drive tests that show results are consistent and repeatable. The work also proposed a dynamic time warping technique to measure similarity between drive results and to obtain accurate representation of multiple drives data.
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Details
- Title
- On the Analysis of Road Surface Conditions Using Embedded Smartphone Sensors
- Publication Details
- 2017 8th International Conference on Information and Communication Systems (ICICS), pp.177-181
- Resource Type
- Conference proceeding
- Conference
- International Conference on Information and Communication Systems (ICICS), 8th (Irbid, Jordan, 04/04/2017–04/06/2017)
- Publisher
- IEEE
- Series
- International Conference on Information and Communication Systems
- Copyright
- © 2017, IEEE
- Identifiers
- WOS:000403394400032; 99380178352706600
- Academic Unit
- Hal Marcus College of Science and Engineering
- Language
- English