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On Validation of Simulation Models in Timing Analysis of Complex Real-Time Embedded Systems
Mälardalen University, School of Innovation, Design and Engineering.ORCID iD: 0000-0002-7366-7186
Mälardalen University, School of Innovation, Design and Engineering.
Mälardalen University, School of Innovation, Design and Engineering.ORCID iD: 0000-0001-6132-7945
Mälardalen University, School of Innovation, Design and Engineering.ORCID iD: 0000-0003-2855-9220
2010 (English)In: The 15th IEEE International Conference on Emerging Technologies and Factory Automation (EFTA'10), Work-In-Progress (WIP) session., Bilbao, 2010Conference paper, Published paper (Refereed)
Abstract [en]

In this paper, we present work toward validating simulation models extracted from complex real-time embedded systems, from the perspective of response time and execution time of adhering tasks, by using the non-parametric two-sample Kolmogorov-Smirnov test. Moreover, we introduce a method of reducing the number of samples used in the analysis, while keeping the accuracy of results. The evaluation using a fictive but representative system model inspired by a real robotic control system with a set of change scenarios, shows a promising result: the proposed algorithm has the potential of assessing whether the extracted simulation model is a sufficiently accurate approximation of the target system.

Place, publisher, year, edition, pages
Bilbao, 2010.
National Category
Engineering and Technology
Identifiers
URN: urn:nbn:se:mdh:diva-10789DOI: 10.1109/ETFA.2010.5641168ISI: 000313616400049Scopus ID: 2-s2.0-78650563874ISBN: 978-1-4244-6850-8 (print)OAI: oai:DiVA.org:mdh-10789DiVA: diva2:369092
Conference
15th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA) Location: Univ Basque Country, Fac Engn, Bilbao, SPAIN Date: SEP 13-16, 2010
Available from: 2010-11-10 Created: 2010-11-10 Last updated: 2013-12-03Bibliographically approved

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Lu, YueKraft, JohanNolte, ThomasNorström, Christer
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CiteExportLink to record
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Citation style
  • apa
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  • Other style
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Language
  • de-DE
  • en-GB
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  • nn-NO
  • nn-NB
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Output format
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  • asciidoc
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