DocumentCode
1826374
Title
A Markov process based dilemma zone protection algorithm
Author
Li, Pengfei ; Abbas, Montasir M.
Author_Institution
Via Dept. of Civil & Environ. Eng., Virginia Tech, Blacksburg, VA, USA
fYear
2009
fDate
13-16 Dec. 2009
Firstpage
2436
Lastpage
2445
Abstract
Dilemma zone (DZ) is an area at high-speed signalized intersections, where drivers can neither cross safely nor stop comfortably at the yellow onset. The dilemma zone problem is a leading cause for crashes at high-speed signalized intersections and is therefore a pressing issue. This paper presents a novel Markov-chain-based dilemma zone protection algorithm that considers the number of vehicles caught in DZ as a Markov process. The new algorithm can predict the numbers of vehicles in DZ and determine the best time to end the green so as to reduce the number of vehicles caught in DZ per hour. The algorithm was compared to the traditional green extension system and the results showed that the new algorithm was superior.
Keywords
Markov processes; transportation; vehicles; Markov process; dilemma zone protection algorithm; green extension system; high-speed signalized intersections; vehicles; Analytical models; Communication system traffic control; Markov processes; Prediction algorithms; Protection; Safety; Solid modeling; State-space methods; Traffic control; Vehicles;
fLanguage
English
Publisher
ieee
Conference_Titel
Simulation Conference (WSC), Proceedings of the 2009 Winter
Conference_Location
Austin, TX
Print_ISBN
978-1-4244-5770-0
Type
conf
DOI
10.1109/WSC.2009.5429697
Filename
5429697
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