An Ultrasonic Sensor System Based on a Two-Dimensional State Method for Highway Vehicle Violation Detection Applications
With the continuing growth of highway construction and vehicle use expansion all over the world, highway vehicle traffic rule violation (TRV) detection has become more and more important so as to avoid traffic accidents and injuries in intelligent transportation systems (ITS) and vehicular ad hoc ne...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
MDPI AG
2015-04-01
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| Series: | Sensors |
| Subjects: | |
| Online Access: | http://www.mdpi.com/1424-8220/15/4/9000 |
| _version_ | 1828112667273854976 |
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| author | Jun Liu Jiuqiang Han Hongqiang Lv Bing Li |
| author_facet | Jun Liu Jiuqiang Han Hongqiang Lv Bing Li |
| author_sort | Jun Liu |
| collection | DOAJ |
| description | With the continuing growth of highway construction and vehicle use expansion all over the world, highway vehicle traffic rule violation (TRV) detection has become more and more important so as to avoid traffic accidents and injuries in intelligent transportation systems (ITS) and vehicular ad hoc networks (VANETs). Since very few works have contributed to solve the TRV detection problem by moving vehicle measurements and surveillance devices, this paper develops a novel parallel ultrasonic sensor system that can be used to identify the TRV behavior of a host vehicle in real-time. Then a two-dimensional state method is proposed, utilizing the spacial state and time sequential states from the data of two parallel ultrasonic sensors to detect and count the highway vehicle violations. Finally, the theoretical TRV identification probability is analyzed, and actual experiments are conducted on different highway segments with various driving speeds, which indicates that the identification accuracy of the proposed method can reach about 90.97%. |
| first_indexed | 2024-04-11T11:54:05Z |
| format | Article |
| id | doaj.art-5b531a936aa54fc0ad850d2409c5d4e6 |
| institution | Directory Open Access Journal |
| issn | 1424-8220 |
| language | English |
| last_indexed | 2024-04-11T11:54:05Z |
| publishDate | 2015-04-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Sensors |
| spelling | doaj.art-5b531a936aa54fc0ad850d2409c5d4e62022-12-22T04:25:14ZengMDPI AGSensors1424-82202015-04-011549000902110.3390/s150409000s150409000An Ultrasonic Sensor System Based on a Two-Dimensional State Method for Highway Vehicle Violation Detection ApplicationsJun Liu0Jiuqiang Han1Hongqiang Lv2Bing Li3School of Electrical Engineering, Xi'an Jiaotong University, Xi'an 710049, ChinaSchool of Electronic and Information Engineering, Xi'an Jiaotong University, Xi'an 710049, ChinaSchool of Electronic and Information Engineering, Xi'an Jiaotong University, Xi'an 710049, ChinaSchool of Electronic and Information Engineering, Xi'an Jiaotong University, Xi'an 710049, ChinaWith the continuing growth of highway construction and vehicle use expansion all over the world, highway vehicle traffic rule violation (TRV) detection has become more and more important so as to avoid traffic accidents and injuries in intelligent transportation systems (ITS) and vehicular ad hoc networks (VANETs). Since very few works have contributed to solve the TRV detection problem by moving vehicle measurements and surveillance devices, this paper develops a novel parallel ultrasonic sensor system that can be used to identify the TRV behavior of a host vehicle in real-time. Then a two-dimensional state method is proposed, utilizing the spacial state and time sequential states from the data of two parallel ultrasonic sensors to detect and count the highway vehicle violations. Finally, the theoretical TRV identification probability is analyzed, and actual experiments are conducted on different highway segments with various driving speeds, which indicates that the identification accuracy of the proposed method can reach about 90.97%.http://www.mdpi.com/1424-8220/15/4/9000highway vehicle traffic rule violation detectionintelligent transportation systemstwo-dimensional state methodultrasonic sensor system |
| spellingShingle | Jun Liu Jiuqiang Han Hongqiang Lv Bing Li An Ultrasonic Sensor System Based on a Two-Dimensional State Method for Highway Vehicle Violation Detection Applications Sensors highway vehicle traffic rule violation detection intelligent transportation systems two-dimensional state method ultrasonic sensor system |
| title | An Ultrasonic Sensor System Based on a Two-Dimensional State Method for Highway Vehicle Violation Detection Applications |
| title_full | An Ultrasonic Sensor System Based on a Two-Dimensional State Method for Highway Vehicle Violation Detection Applications |
| title_fullStr | An Ultrasonic Sensor System Based on a Two-Dimensional State Method for Highway Vehicle Violation Detection Applications |
| title_full_unstemmed | An Ultrasonic Sensor System Based on a Two-Dimensional State Method for Highway Vehicle Violation Detection Applications |
| title_short | An Ultrasonic Sensor System Based on a Two-Dimensional State Method for Highway Vehicle Violation Detection Applications |
| title_sort | ultrasonic sensor system based on a two dimensional state method for highway vehicle violation detection applications |
| topic | highway vehicle traffic rule violation detection intelligent transportation systems two-dimensional state method ultrasonic sensor system |
| url | http://www.mdpi.com/1424-8220/15/4/9000 |
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