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Interactive analysis of time-varying systems using volume graphics

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4 Author(s)
Johansson, J. ; Dept. of Sci. & Technol., Linkoping Univ., Sweden ; Lindgren, D. ; Cooper, M. ; Ljung, L.

We show how 3-dimensional volume graphics can be used as a tool in system identification. Time-dependent dynamics often leave a significant residual with linear, time-invariant models. The structure of this residual is decisive for the subsequent modelling, and by using advanced visualization techniques, the modeller may gain a deeper insight into this structure than that which can be obtained from standard correlation analysis. We present a development platform that merges a rich variety of estimation programs with state of the art visualization techniques.

Published in:

Decision and Control, 2004. CDC. 43rd IEEE Conference on  (Volume:5 )

Date of Conference:

14-17 Dec. 2004