Abnormal driving detection using real time global positioning system data

Ishak Mohamad, Mohd Alauddin Mohd Ali, Mahamod Ismail

Research output: Chapter in Book/Report/Conference proceedingConference contribution

18 Citations (Scopus)

Abstract

Driving speed and vehicle movement are important factors in road safety. Abnormal driver generally drives above speed limit, changes speed suddenly or changes vehicle lateral position incessantly. One approach to tackling this problem is to develop automated instrument for detecting abnormal drivers. Global Position System (GPS) provides special features which can be utilized for this application as it could supplies location, time, and speed simultaneously. In-vehicle transponders send real time GPS data via radio frequency to a Monitoring Station for processing, and from detection algorithm, abnormal situation will be detected automatically. The normal speed parameter and lateral position changing obtained from our previous study can be used as threshold value in detection algorithm. If the driver behavior is evidently different from normal driving, then abnormal driving is recognized. Experiments and simulated data were used to verify the effectiveness of the detection algorithm.

Original languageEnglish
Title of host publication2011 IEEE International Conference on Space Science and Communication: "Towards Exploring the Equatorial Phenomena", IconSpace 2011 - Proceedings
Pages1-6
Number of pages6
DOIs
Publication statusPublished - 2011
Event2011 IEEE International Conference on Space Science and Communication: "Towards Exploring the Equatorial Phenomena", IconSpace 2011 - Penang
Duration: 12 Jul 201113 Jul 2011

Other

Other2011 IEEE International Conference on Space Science and Communication: "Towards Exploring the Equatorial Phenomena", IconSpace 2011
CityPenang
Period12/7/1113/7/11

Fingerprint

Global Positioning System
Global positioning system
GPS
driver
vehicles
speed limit
transponders
Transponders
data systems
radio
roads
road
monitoring
safety
radio frequencies
stations
time
detection
speed
experiment

Keywords

  • Abnormal driving
  • Detection algorithm
  • Real time GPS
  • Speed assessment

ASJC Scopus subject areas

  • Space and Planetary Science
  • Astronomy and Astrophysics
  • Communication

Cite this

Mohamad, I., Ali, M. A. M., & Ismail, M. (2011). Abnormal driving detection using real time global positioning system data. In 2011 IEEE International Conference on Space Science and Communication: "Towards Exploring the Equatorial Phenomena", IconSpace 2011 - Proceedings (pp. 1-6). [6015840] https://doi.org/10.1109/IConSpace.2011.6015840

Abnormal driving detection using real time global positioning system data. / Mohamad, Ishak; Ali, Mohd Alauddin Mohd; Ismail, Mahamod.

2011 IEEE International Conference on Space Science and Communication: "Towards Exploring the Equatorial Phenomena", IconSpace 2011 - Proceedings. 2011. p. 1-6 6015840.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Mohamad, I, Ali, MAM & Ismail, M 2011, Abnormal driving detection using real time global positioning system data. in 2011 IEEE International Conference on Space Science and Communication: "Towards Exploring the Equatorial Phenomena", IconSpace 2011 - Proceedings., 6015840, pp. 1-6, 2011 IEEE International Conference on Space Science and Communication: "Towards Exploring the Equatorial Phenomena", IconSpace 2011, Penang, 12/7/11. https://doi.org/10.1109/IConSpace.2011.6015840
Mohamad I, Ali MAM, Ismail M. Abnormal driving detection using real time global positioning system data. In 2011 IEEE International Conference on Space Science and Communication: "Towards Exploring the Equatorial Phenomena", IconSpace 2011 - Proceedings. 2011. p. 1-6. 6015840 https://doi.org/10.1109/IConSpace.2011.6015840
Mohamad, Ishak ; Ali, Mohd Alauddin Mohd ; Ismail, Mahamod. / Abnormal driving detection using real time global positioning system data. 2011 IEEE International Conference on Space Science and Communication: "Towards Exploring the Equatorial Phenomena", IconSpace 2011 - Proceedings. 2011. pp. 1-6
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