Logotype Mälardalenn University

PROGRESS publications



On Validation of Simulation Models in Timing Analysis of Complex Real-Time Embedded Systems

Full text:  
Authors: Yue Lu, Johan Kraft (former), Thomas Nolte, Christer Norström
Source: The 15th IEEE International Conference on Emerging Technologies and Factory Automation (EFTA'10), Work-In-Progress (WIP) session., p 56-59, IEEE, Bilbao
 

Abstract

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.
 

BibTeX entry

@inproceedings{Lu_2206:2010,
   author = {Yue Lu and Johan Kraft and Thomas Nolte and Christer Norstr{\"o}m},
   title = {On Validation of Simulation Models in Timing Analysis of Complex Real-Time Embedded Systems},
   booktitle = {The 15th IEEE International Conference on Emerging Technologies and Factory Automation (EFTA'10), Work-In-Progress (WIP) session.},
   month = {September},
   year = {2010},
   pages = {56-59},
   publisher = {IEEE},
   url = {http://www.mrtc.mdh.se/index.php?choice=publications&id=2206},
}

  • Mälardalen University |
  • Box 883 |
  • 721 23 Västerås/Eskilstuna |
  • 021-101300, 016-153600 |
  • webmaster |
  • Latest update: 2009.11.03