Title :
Deriving Vehicle Speeds From Standard Statistics of Mobile Telecom Switches
Author :
Huang-Fu, Chien-Chun ; Lin, Yi-Bing
Author_Institution :
Dept. of Comput. Sci., Nat. Chiao Tung Univ., Hsinchu, Taiwan
Abstract :
Telematics typically utilizes vehicle detectors and Global Positioning System (GPS)-based vehicle probes to compute the speeds of vehicles. When the detectors and the GPS probes are not available, vehicle speeds can be estimated by the cellular floating vehicle data technique, where the telecom network needs to spend extra effort to identify specific users and track their movements. This paper proposes the Speed Determination (SD) Algorithm, which uses standard statistics of telecom switches to compute the speeds of vehicles without extra effort in the telecom network. Simulation and field measurements indicate that the SD Algorithm can effectively report the vehicle speeds of two-way roads.
Keywords :
Global Positioning System; cellular radio; statistical analysis; GPS-based vehicle probes; Global Positioning System-based vehicle probes; SD algorithm; cellular floating vehicle data technique; mobile telecommunication switches; speed determination algorithm; standard statistics; vehicle detectors; vehicle speeds; Computational modeling; Detectors; Mobile communication; Mobile computing; Roads; Telecommunications; Vehicles; Little´s law; telecom switch; traffic concentration; traffic flow; vehicle speed;
Journal_Title :
Vehicular Technology, IEEE Transactions on
DOI :
10.1109/TVT.2012.2201968