Title :
Estimating instant traffic information by identifying handover patterns of UMTS signals
Author :
Chiang, Chih-Yi ; Chuang, Ju-Yin ; Chen, Jian-Kai ; Hung, Chia-Chen ; Chen, Wei-Hui ; Lo, Kuen-Rong
Abstract :
With the growing popularity of cellular phones, using cellular signaling data to collect traffic information has become an attractive technique to replace VDs (Vehicle Detectors). However, most previous studies have focused on GSM network instead of the ongoing UMTS due to some special properties in UMTS. In this paper, a passive framework with multiple handover pattern exploring and traffic information estimating strategy is proposed to fit characteristics of UMTS signaling data. Experiments from real-time UMTS signals result in a mean relative error around 14% to the information collected from VDs.
Keywords :
3G mobile communication; mobile handsets; mobility management (mobile radio); road vehicles; traffic engineering computing; GSM network; UMTS signals; VD; cellular phones; cellular signaling data; handover pattern identification; instant traffic information estimation; vehicle detectors; 3G mobile communication; Clustering algorithms; GSM; Oscillators; Real time systems; Roads; Vehicles;
Conference_Titel :
Intelligent Transportation Systems (ITSC), 2011 14th International IEEE Conference on
Conference_Location :
Washington, DC
Print_ISBN :
978-1-4577-2198-4
DOI :
10.1109/ITSC.2011.6082824