NDLI: Generating Driving Trajectories with Mobile Subscription Data for Mobile Network Simulations

Content Provider	IEEE Xplore Digital Library
Author	Kieslich, C. Ostermayer, G.
Copyright Year	2013
Description	Author affiliation: RG Mobile Radio Networks, UAS Upper Austria, Hagenberg, Austria (Kieslich, C.; Ostermayer, G.)
Abstract	In this paper we present a method to estimate the individual mobility behavior of mobile network subscribers. This is very helpful for real network simulations where statistical approaches cannot fulfil the required grade of representation of reality. We focus on the estimation of trajectories on the road network of mobile network subscribers using signaling information of network operators. Basis of our investigations are anonymised signalling data in the mobile network operator's infrastructure. We use these data to estimate the user's position on the road network over time. The estimation of the trajectory's starting and end point is based on the population density distribution in the cell area. Metrics are introduced that help to determine the best trajectory estimation either by timing or geometry validation. The data our investigations are based on are taken from an Austrian mobile network operator captured in November 2010. We calculated a trajectory for a mobile subscriber who was moving along the Austrian road network. The calculated trajectory covered 96% of the actual path the user was driving. We discovered that mobile subscription data can be used to generate possible driving trajectories.
Starting Page	578
Ending Page	583
File Size	3605509
Page Count	6
File Format	PDF
e-ISBN	9781479925780
DOI	10.1109/EMS.2013.96
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2013-11-20
Publisher Place	UK
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	handover mobile subscription data Sociology Handover Mobile communication Hausdorff distance Trajectory trajectory generation network simulation Statistics Mobile computing population data
Content Type	Text
Resource Type	Article

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1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

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