DocumentCode :
3619821
Title :
Traffic state detection with floating car data in road networks
Author :
B.S. Kerner;C. Demir;R.G. Herrtwich;S.L. Klenov;H. Rehborn;M. Aleksic;A. Haug
Author_Institution :
DaimlerChrysler Res., Stuttgart, Germany
fYear :
2005
fDate :
6/27/1905 12:00:00 AM
Firstpage :
44
Lastpage :
49
Abstract :
A method for a reporting behavior at optimal costs of single vehicles (FCD: floating car data) in road networks with the aim of a high quality of traffic state recognition is presented. It is shown that based on minimum two FCD messages the substantial information of a typical traffic incident in a traffic center can be recognized. The two relevant periods of such an obstruction of traffic in road networks are the periods, in which either a travel time increase takes place due to congestion emergence or a travel time decrease because of congestion dissolution. A statistic analysis already shows the high quality of the reconstruction of the actual travel times in the net with 1.5% equipped FCD vehicles and a reduction of the FCD message sending of the vehicles by suppression of redundant incident information. Incidents with at least 20 min duration can be recognized with a probability of 65% with an penetration rate of 1.5% FCD vehicles within the whole amount of vehicles, whereby the FCD vehicles send only in each incident case two messages per event.
Keywords :
"Telecommunication traffic","Intelligent networks","Traffic control","Road vehicles","Time measurement","Communication system traffic control","Pattern recognition","Cost function","Statistical analysis","Information analysis"
Publisher :
ieee
Conference_Titel :
Intelligent Transportation Systems, 2005. Proceedings. 2005 IEEE
Print_ISBN :
0-7803-9215-9
Type :
conf
DOI :
10.1109/ITSC.2005.1520133
Filename :
1520133
Link To Document :
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