Motorway traffic parameter estimation from mobile phone counts

被引:28
作者
Astarita, Vittorio [1 ]
Bertini, Robert L.
d'Elia, Sergio
Guido, Giuseppe
机构
[1] Univ Calabria, Dept Terr Planning, I-87036 Arcavacata Di Rende, CS, Italy
[2] Portland State Univ, Dept Civil & Environm Engn, Portland, OR 97207 USA
关键词
transportation; traffic flow; simulation;
D O I
10.1016/j.ejor.2005.02.020
中图分类号
C93 [管理学];
学科分类号
12 [管理学]; 1201 [管理科学与工程]; 1202 [工商管理学]; 120202 [企业管理];
摘要
In this paper a new method for real time estimation of vehicular flows and densities on motorways is proposed. This method is based on fusing traffic counts with mobile phone counts. The procedure used for the estimation of traffic flow parameters is based on the hypothesis that "instrumented" vehicles can be counted on specific motorway sections and traffic flow can be measured on entrance and exit ramps. The motorway is subdivided into cells, assuming that mobile phones entering and exiting every cell can be counted during the observation period. An estimate of "instrumented" vehicle concentration is obtained and propagated on the network in time and space. This allows one to estimate traffic flow parameters by sampling "instrumented" traffic flow parameters using a "concentration" (the ratio of the densities of instrumented vehicles to the density of overall traffic) propagation mechanism. (c) 2005 Elsevier B.V. All rights reserved.
引用
收藏
页码:1435 / 1446
页数:12
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