DocumentCode
3142481
Title
Automatic traffic estimation system using mobile probe vehicles
Author
Panmungmee, Chirayut ; Wongsarat, Manatchai ; Tangamchit, Poj
Author_Institution
Control Syst. & Instrum. Eng., King Mongkut´´s Univ. of Technol. Thonburi, Bangkok, Thailand
fYear
2012
fDate
7-8 July 2012
Firstpage
11
Lastpage
15
Abstract
We propose a mobile camera system that can be installed on a moving. The system will automatically evaluate traffic levels in the area that the car has been driven through. Our system consists of two parts, the mobile probe and a stationary server. The mobile probe is operated by Android OS smartphone installed in a vehicle, which is used collect GPS data and image sequence of traffic scene from the front of the vehicle. The GPS and image data is periodically transferred to the stationary server via EDGE/3G cellular network. The GPS data is used to find an average space speed, which is used as an indicator to traffic status. The image data is used to recognize and filter out data from parking events, which do not represent traffic status. The level of traffic congestion is displayed in the format of three colors: red, yellow, and green.
Keywords
3G mobile communication; Global Positioning System; image sequences; smart phones; traffic engineering computing; Android OS smartphone; EDGE/3G cellular network; GPS data; automatic traffic estimation system; image sequence; mobile camera system; mobile probe vehicles; parking events; traffic congestion; traffic scene; Fires; Global Positioning System; Image edge detection; Image segmentation; Probes;
fLanguage
English
Publisher
ieee
Conference_Titel
Knowledge and Smart Technology (KST), 2012 4th International Conference on
Conference_Location
Chonburi
Print_ISBN
978-1-4673-2166-2
Type
conf
DOI
10.1109/KST.2012.6287733
Filename
6287733
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