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

Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

14 Citations (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.

Original language	English
Title of host publication	2013 IEEE 14th International Conference on Mobile Data Management, Milan, Italy, June 3-6, 2013 - Volume 2
Volume	2
Publisher	IEEE Press
Publication date	2013
Pages	27-32
ISBN (Print)	978-1-4673-6068-5
ISBN (Electronic)	978-0-7685-4973-6
DOIs	https://doi.org/10.1109/MDM.2013.61
Publication status	Published - 2013
Event	the 14th IEEE International Conference on Mobile Data Management - Milan, Italy Duration: 3 Jun 2013 → 6 Jun 2013 Conference number: 14

Conference

Conference	the 14th IEEE International Conference on Mobile Data Management
Number	14
Country/Territory	Italy
City	Milan
Period	03/06/2013 → 06/06/2013

Keywords

gps
its
Open source
etl
map
Mapmatching

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10.1109/MDM.2013.61

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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",

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language = "English",

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

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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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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

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