Deriving the Vehicle Speeds from a Mobile Telecommunications Network

被引:4
作者
Liou, Ren-Huang [1 ]
Lin, Yi-Bing [1 ,2 ,3 ]
Chang, Yu-Long [1 ]
Hung, Hui-Nien [4 ]
Peng, Nan-Fu [4 ]
Chang, Ming-Feng [1 ]
机构
[1] Natl Chiao Tung Univ, Dept Comp Sci, Hsinchu 300, Taiwan
[2] Acad Sinica, Inst Informat Sci, Taipei 115, Taiwan
[3] Acad Sinica, Res Ctr Informat Technol Innovat, Taipei 115, Taiwan
[4] Natl Chiao Tung Univ, Inst Stat, Hsinchu 300, Taiwan
关键词
Lin-Chang-Huangfu (LCH) scheme; mobile switching center (MSC); telecommunication; vehicle speed; TRAFFIC INFORMATION; SWITCHES; TIMES; UMTS;
D O I
10.1109/TITS.2013.2255039
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
Vehicle speeds are often measured by intelligent transportation systems (ITSs) by utilizing sensors or software solutions. Our previous work proposed the Lin-Chang-Huangfu (LCH) scheme to compute the cell residence times by the standard counter values in mobile telecommunications switches. In this paper, we use mathematical and statistical developments to investigate the accuracy of the LCH scheme by deriving the bias of the cell residence times computed in this scheme. Then, we extend the LCH scheme with some filtering and compensation techniques for vehicle speed estimation and validate our approach with vehicle detector (VD) measurements at National Highway 3, Longtan Township, Taoyuan County, Taiwan. Our study indicates that the LCH scheme is an effective approach to vehicle speed estimation.
引用
收藏
页码:1208 / 1217
页数:10
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