DocumentCode
1942996
Title
Distributed traffic signal control for maximum network throughput
Author
Wongpiromsarn, Tichakorn ; Uthaicharoenpong, Tawit ; Wang, Yu ; Frazzoli, Emilio ; Wang, Danwei
Author_Institution
Singapore-MIT Alliance for Res. & Technol., Singapore, Singapore
fYear
2012
fDate
16-19 Sept. 2012
Firstpage
588
Lastpage
595
Abstract
We propose a distributed algorithm for controlling traffic signals. Our algorithm is adapted from backpressure routing, which has been mainly applied to communication and power networks. We formally prove that our algorithm ensures global optimality as it leads to maximum network throughput even though the controller is constructed and implemented in a completely distributed manner. Simulation results show that our algorithm significantly outperforms SCATS, an adaptive traffic signal control system that is being used in many cities.
Keywords
distributed control; traffic control; SCATS; Sydney coordinated adaptive traffic system; adaptive traffic signal control system; backpressure routing; completely distributed manner; distributed algorithm; distributed traffic signal control; global optimality; maximum network throughput; Control systems; Junctions; Routing; Simulation; Throughput; Vectors; Vehicles;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Transportation Systems (ITSC), 2012 15th International IEEE Conference on
Conference_Location
Anchorage, AK
ISSN
2153-0009
Print_ISBN
978-1-4673-3064-0
Electronic_ISBN
2153-0009
Type
conf
DOI
10.1109/ITSC.2012.6338817
Filename
6338817
Link To Document