Data fusion for updating information in modelling drivers' choice behaviour

被引：11

作者：

Dell'Orco, Mauro ^{[1
]}

Teodorovic, Dusan ^{[2
,3
]}

机构：

[1] Tech Univ Bari, Dept Highways & Transportat, Bari, Italy

[2] Univ Belgrade, Belgrade, Serbia

[3] Virginia Tech, Blacksburg, VA USA

来源：

TRANSPORTMETRICA | 2009年 / 5卷 / 02期

关键词：

choice modelling; ATIS; data fusion; fuzzy systems; effect of information; ADVANCED TRAVELER INFORMATION; ROUTE CHOICE; DYNAMICS;

D O I：

10.1080/18128600802630232

中图分类号：

U [交通运输];

学科分类号：

08 ; 0823 ;

摘要：

In this article, a method for fusing fuzzy data relevant both to drivers' experience and provided information is presented. Expected travel time is then updated according to the results of fusion. The method takes into account the 'compatibility' of data originating from different sources, and provides information about acceptability of results. Influence of uncertainty on drivers' compliance with provided information is examined in detail, according to uncertainty-based information theory.

引用

页码：107 / 123

页数：17

共 44 条

[31] O'Hagan M., 1990, P 24 ANN IEEE AS C S, P618
[32] PANG GKH, 1999, IEEE T VEH TECHNOL, V48, P75
[33] A hybrid model for driver route choice incorporating en-route attributes and real-time information effects
Peeta, S
Yu, JW
[J]. NETWORKS & SPATIAL ECONOMICS, 2005, 5 (01) : 21 - 40
[34] PERINCHERRY V, 1994, THESIS U DELAWARE NE
[35] RIDWAN M, 2003, P 82 ANN M TRANSP RE
[36] A MATHEMATICAL THEORY OF COMMUNICATION
SHANNON, CE
[J]. BELL SYSTEM TECHNICAL JOURNAL, 1948, 27 (03): : 379 - 423
[37] A MATHEMATICAL THEORY OF COMMUNICATION
SHANNON, CE
[J]. BELL SYSTEM TECHNICAL JOURNAL, 1948, 27 (04): : 623 - 656
[38] Modeling route choice with advanced traveler information by fuzzy logic
Teodorovic, D
Vukanovic, S
Obradovic, K
[J]. TRANSPORTATION PLANNING AND TECHNOLOGY, 1998, 22 (01) : 1 - 25
[39] A fuzzy route choice model for air transportation networks
Teodorovic, D
Kalic, M
[J]. TRANSPORTATION PLANNING AND TECHNOLOGY, 1995, 19 (02) : 109 - 119
[40] TEODOROVIC D, 1990, P 1 INT S UNC MOD AN, P140

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