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On data security and analysis platforms for analysis of naturalistic driving data

Jonas Bärgman (Institutionen för tillämpad mekanik, Fordonssäkerhet) ; Helena Gellerman ; Jordanka Kovaceva ; Rasmus Nisslert ; . Selpi (Institutionen för tillämpad mekanik, Fordonssäkerhet) ; Erik Steinmetz ; Marco Dozza (Institutionen för tillämpad mekanik, Fordonssäkerhet)
Proceedings of the 8th European Congress and Exhibition on Intelligent Transport Systems and Services, June 2011, Lyon (2011)
[Konferensbidrag, refereegranskat]

Studies involving naturalistic driving data, of which Naturalistic Field Operational Tests (N-FOTs) are a subset, are becoming increasingly important for understanding the factors influencing accident causation as well as for the development and evaluation of active safety systems. The methodology project FESTA developed a handbook on how to plan and implement FOTs. This handbook has been extensively used as a guideline in the euroFOT project. However, “the devil is in the details” when implementing e.g. the platforms for data security and analysis in projects which deal with analysis of large amounts of sensitive naturalistic driving data, such as euroFOT. That is, although a guideline such as FESTA is used, how the details are implemented is what makes the implementation a success or not. This paper is a case description of the implementation of the data security and analysis platform used for euroFOT (and other naturalistic data projects) at the SAFER Vehicle and Traffic Safety Centre. The paper covers aspects ranging from physical access to analysis rooms and corresponding digital access, via the platforms for pre-processing of data, to the platforms for information extraction for hypothesis analysis and statistics. The considerations in the design and choice of these platforms include subjects (drivers) privacy concerns, industry commercial concerns, as well as the needs and requirements from the analysis.

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Denna post skapades 2011-12-07. Senast ändrad 2016-01-12.
CPL Pubid: 149743


Institutioner (Chalmers)

Institutionen för tillämpad mekanik, Fordonssäkerhet (2005-2017)


Hållbar utveckling
Innovation och entreprenörskap (nyttiggörande)

Chalmers infrastruktur