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Interactive Visualization Approaches to the Analysis of System Identification Data
Linköping University, Department of Electrical Engineering, Automatic Control. Linköping University, The Institute of Technology.
Linköping University, Department of Science and Technology, Visual Information Technology and Applications (VITA). Linköping University, The Institute of Technology.
Linköping University, Department of Science and Technology, Visual Information Technology and Applications (VITA). Linköping University, The Institute of Technology.ORCID iD: 0000-0002-9288-5322
Linköping University, Department of Science and Technology, Visual Information Technology and Applications (VITA). Linköping University, The Institute of Technology.
2004 (English)In: Proceedings of the 10th IEEE Symposium on Information Visualization, 2004, 23- p.Conference paper, Published paper (Refereed)
Abstract [en]

We propose an interactive visualization approach to finding a mathematical model for a real world process, commonly known in the field of control theory as system identification. The use of interactive visualization techniques provides the modeller with instant visual feedback which facilitates the model validation process. When working interactively with such large data sets, as are common in system identification, methods to handle this data efficiently are required. We are developing approaches based on data streaming to meet this need.

Place, publisher, year, edition, pages
2004. 23- p.
Keyword [en]
System identification, Interactive visualization, Model validation
National Category
Control Engineering
Identifiers
URN: urn:nbn:se:liu:diva-22722DOI: 10.1109/INFVIS.2004.42Local ID: 2025ISBN: 0-7803-8779-3 (print)OAI: oai:DiVA.org:liu-22722DiVA: diva2:243035
Conference
10th IEEE Symposium on Information Visualization, Austin, TX, USA, October, 2004
Available from: 2009-10-07 Created: 2009-10-07 Last updated: 2015-05-27

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Lindgren, DavidJohansson, JimmyLjung, PatricCooper, Matthew

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Citation style
  • apa
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Output format
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