An Open-Source Based ITS Platform

Ove Andersen; Benjamin Bjerre Krogh; Kristian Torp

doi:10.1109/MDM.2013.61

An Open-Source Based ITS Platform

Ove Andersen, Benjamin Bjerre Krogh, Kristian Torp

Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

14 Citationer (Scopus)

Abstract

In this paper, a complete platform used to compute travel times from GPS data is described. Two approaches to computing travel time are proposed one based on points and one based on trips. Overall both approaches give reasonable results compared to existing manual estimated travel times. However, the trip-based approach requires more GPS data and of a higher quality than the point-based approach. The platform has been completely implemented using open-source software. The main conclusion is that large quantity of GPS data can be managed, with a limited budget and that GPS data is a good source for estimating travel times, if enough data is available.

Originalsprog	Engelsk
Titel	2013 IEEE 14th International Conference on Mobile Data Management, Milan, Italy, June 3-6, 2013 - Volume 2
Vol/bind	2
Forlag	IEEE Press
Publikationsdato	2013
Sider	27-32
ISBN (Trykt)	978-1-4673-6068-5
ISBN (Elektronisk)	978-0-7685-4973-6
DOI	https://doi.org/10.1109/MDM.2013.61
Status	Udgivet - 2013
Begivenhed	14th IEEE International Conference on Mobile Data Management - Milan, Italien Varighed: 3 jun. 2013 → 6 jun. 2013 Konferencens nummer: 14

Konference

Konference	14th IEEE International Conference on Mobile Data Management
Nummer	14
Land/Område	Italien
By	Milan
Periode	03/06/2013 → 06/06/2013

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Citationsformater

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title = "An Open-Source Based ITS Platform",

abstract = "In this paper, a complete platform used to compute travel times from GPS data is described. Two approaches to computing travel time are proposed one based on points and one based on trips. Overall both approaches give reasonable results compared to existing manual estimated travel times. However, the trip-based approach requires more GPS data and of a higher quality than the point-based approach. The platform has been completely implemented using open-source software. The main conclusion is that large quantity of GPS data can be managed, with a limited budget and that GPS data is a good source for estimating travel times, if enough data is available.",

keywords = "gps, its, Open source, etl, map, Mapmatching",

author = "Ove Andersen and Krogh, {Benjamin Bjerre} and Kristian Torp",

year = "2013",

doi = "10.1109/MDM.2013.61",

language = "English",

isbn = "978-1-4673-6068-5",

volume = "2",

pages = "27--32",

booktitle = "2013 IEEE 14th International Conference on Mobile Data Management, Milan, Italy, June 3-6, 2013 - Volume 2",

publisher = "IEEE Press",

note = "the 14th IEEE International Conference on Mobile Data Management, MDM ; Conference date: 03-06-2013 Through 06-06-2013",

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TY - GEN

T1 - An Open-Source Based ITS Platform

AU - Andersen, Ove

AU - Krogh, Benjamin Bjerre

AU - Torp, Kristian

N1 - Conference code: 14

PY - 2013

Y1 - 2013

N2 - In this paper, a complete platform used to compute travel times from GPS data is described. Two approaches to computing travel time are proposed one based on points and one based on trips. Overall both approaches give reasonable results compared to existing manual estimated travel times. However, the trip-based approach requires more GPS data and of a higher quality than the point-based approach. The platform has been completely implemented using open-source software. The main conclusion is that large quantity of GPS data can be managed, with a limited budget and that GPS data is a good source for estimating travel times, if enough data is available.

AB - In this paper, a complete platform used to compute travel times from GPS data is described. Two approaches to computing travel time are proposed one based on points and one based on trips. Overall both approaches give reasonable results compared to existing manual estimated travel times. However, the trip-based approach requires more GPS data and of a higher quality than the point-based approach. The platform has been completely implemented using open-source software. The main conclusion is that large quantity of GPS data can be managed, with a limited budget and that GPS data is a good source for estimating travel times, if enough data is available.

KW - gps

KW - its

KW - Open source

KW - etl

KW - map

KW - Mapmatching

U2 - 10.1109/MDM.2013.61

DO - 10.1109/MDM.2013.61

M3 - Article in proceeding

SN - 978-1-4673-6068-5

VL - 2

SP - 27

EP - 32

BT - 2013 IEEE 14th International Conference on Mobile Data Management, Milan, Italy, June 3-6, 2013 - Volume 2

PB - IEEE Press

T2 - the 14th IEEE International Conference on Mobile Data Management

Y2 - 3 June 2013 through 6 June 2013

ER -

An Open-Source Based ITS Platform

Abstract

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