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