Title :
Analysis and Visualization of Traffic Conditions of Road Network by Route Bus Probe Data
Author :
Dechen Liu ; Kitamura, Yusuke ; Xin Zeng ; Araki, Shunsuke ; Kakizaki, Ken´fichi
Author_Institution :
Fac. of Comput. Sci. & Syst. Eng., Kyushu Inst. of Technol., Fukuoka, Japan
Abstract :
In recent years, route bus service systems have been collecting and accumulating bus probe data such as GPS positions and traffic speeds from all route buses, day after day. In the present paper, we propose a method to analyze the conditions of a road traffic network from a huge amount of the route bus probe data. First, we show a conversion method from the probe data to a road segment data set. Second, we introduce analysis methods that compute the degree of congestion and reachable areas from the road segment data set. Finally, we discuss road segment data structures for rapid calculations of these analytical methods.
Keywords :
Global Positioning System; road traffic; road vehicles; traffic information systems; GPS positions; analytical methods; bus probe data accumulation; bus probe data collection; congestion degree; reachable areas; road network; road segment data set; road segment data structures; road traffic network; route bus probe data; route bus service systems; traffic condition analysis; traffic condition visualization; traffic speeds; Data mining; Data visualization; Global Positioning System; Image color analysis; Probes; Roads; Vehicles; big data; degree of congestion; probe data; reachable area; time-position information of bus;
Conference_Titel :
Multimedia Big Data (BigMM), 2015 IEEE International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4799-8687-3
DOI :
10.1109/BigMM.2015.75