Title :
A lane-level dynamic traffic control system for driving efficiency optimization based on vehicular networks
Author :
Lien-Wu Chen ; Chia-Chen Chang ; Sharma, Parmanand ; Jen-Hsiang Cheng ; Chien-Cheng Wu ; Yu-Chee Tseng
Author_Institution :
Dept. of Inf. Eng. & Comput. Sci., Feng Chia Univ., Taichung, Taiwan
Abstract :
In this paper, we propose a lane-level dynamic traffic control (LDTC) system targeting at driving efficiency optimization. The LDTC system integrates vehicular networks with intersection cameras to collect fine-grained information of vehicles, such as turning intentions and lane positions. LDTC can maximize the intersection throughput and provide fairness among traffic flows. With vehicular networks, the traffic controller of an intersection can collect all turning information before vehicles make their turns. With intersection cameras, the lane positions of vehicles can be detected even if GPS is not accurate enough to provide lane localization. In addition, the traffic condition can be continually monitored as some vehicles are not equipped with onboard units for vehicular communications. In LDTC, while allocating the green light to the traffic flows with higher passing rates for throughput maximization, it also allocates the green light to the ones with lower passing rates for fairness provision. This paper demonstrates our current prototype.
Keywords :
mobile radio; optimisation; traffic control; LDTC system; driving efficiency optimization; fairness provision; fine-grained vehicle information; green light; intersection cameras; lane localization; lane positions; lane-level dynamic traffic control system; onboard units; throughput maximization; traffic controller; traffic flows; turning intentions; vehicular communications; vehicular networks; Cameras; Global Positioning System; Roads; Throughput; Turning; Vehicle dynamics; Vehicles; Dynamic Traffic Control; Image Recognition; Lane Localization; Traffic Light Timing; Vehicular Network;
Conference_Titel :
Pervasive Computing and Communications Workshops (PERCOM Workshops), 2013 IEEE International Conference on
Conference_Location :
San Diego, CA
Print_ISBN :
978-1-4673-5075-4
Electronic_ISBN :
978-1-4673-5076-1
DOI :
10.1109/PerComW.2013.6529498