Title :
The fusing algorithm of link speed based on floating vehicles equipped with GPS
Author :
Liao, Xiaoyong ; Sun, Dihua ; Dong, Junyu
Author_Institution :
Coll. of Autom., Chongqing Univ., Chongqing
Abstract :
This paper focused on the estimation of link speed, one of the basic parameters indicated the road traffic status. Considering weak performance of the traditional fixed link speed detection, the floating vehicles equipped with GPS were taken as the probe instruments. An estimation algorithm of link speed was proposed by the fusion of the position data from floating vehicles and the node information from every road section on electronic maps. In the estimation algorithm, the position data on road sections from floating vehicles were formed a discrete time series ordered by time. Moreover, the time in which single floating vehicle passed the given road section can be estimated with the road section information on the electronic maps after linearization process. On the basis, the link speed can also be calculated. The experimental results show that the presented algorithm of the road traffic status detection is valid and effective.
Keywords :
Global Positioning System; geographic information systems; marine engineering; marine vehicles; time series; GPS; discrete time series; electronic maps; floating vehicles; fusing algorithm; link estimation; link speed; road traffic status; Automation; Educational institutions; Geographic Information Systems; Global Positioning System; Intelligent control; Intelligent transportation systems; Probes; Road vehicles; Sun; Vehicle detection; Data Fusion; Floating Vehicles Equipped with GPS; GIS Electronic Maps; Link Speed;
Conference_Titel :
Intelligent Control and Automation, 2008. WCICA 2008. 7th World Congress on
Conference_Location :
Chongqing
Print_ISBN :
978-1-4244-2113-8
Electronic_ISBN :
978-1-4244-2114-5
DOI :
10.1109/WCICA.2008.4594122