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
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;
Conference_Titel :
Intelligent Transportation Systems (ITSC), 2012 15th International IEEE Conference on
Conference_Location :
Anchorage, AK
Print_ISBN :
978-1-4673-3064-0
Electronic_ISBN :
2153-0009
DOI :
10.1109/ITSC.2012.6338817