Title :
Urban Traffic Flow Guidance System Based on Data Driven
Author_Institution :
Sch. of Traffic & Transp., Beijing Jiaotong Univ., Beijing, China
Abstract :
Data-driven means the control and decision making is based on the state of the data. The data-drive urban traffic flow guidance system is a decision making system which is based on large amount of traffic flow data. This paper gives detailed discussion of data-drive urban traffic flow guidance system and performs qualitative analysis on the main components of this system, which includes the distribution of traffic flow data collectors, the layers of guidance system, the feature vector of traffic flow state, and the comparison of traffic flow estimation techniques. The paper represents a new approach to study and construct the traffic guidance system.
Keywords :
decision making; decision support systems; road traffic; traffic control; traffic engineering computing; data-drive urban traffic flow guidance system; decision making system; decision support system; qualitative analysis; traffic flow estimation techniques; Communication system traffic control; Control systems; Data analysis; Decision making; Decision support systems; History; Intelligent systems; Predictive models; State estimation; Traffic control; Data-driven; Decision-making; Intelligent Traffic System; Traffic Guidance System;
Conference_Titel :
Measuring Technology and Mechatronics Automation, 2009. ICMTMA '09. International Conference on
Conference_Location :
Zhangjiajie, Hunan
Print_ISBN :
978-0-7695-3583-8
DOI :
10.1109/ICMTMA.2009.76