Volume: 18, Issue: 7(2008)
pp. 2049-2057 DOI: 10.1142/S0218127408021543
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Full Text (PDF, 246KB)
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| Title: |
IDENTIFICATION OF n-STATE SPATIO-TEMPORAL DYNAMICAL SYSTEMS USING A POLYNOMIAL MODEL |
| Author(s): |
YUZHU GUO
Department of Automatic Control and Systems Engineering, University of Sheffield, Mapping Street, Sheffield S1 3JD, UKSTEVE A. BILLINGS
Department of Automatic Control and Systems Engineering, University of Sheffield, Mapping Street, Sheffield S1 3JD, UKDANIEL COCA
Department of Automatic Control and Systems Engineering, University of Sheffield, Mapping Street, Sheffield S1 3JD, UK
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| History: |
Received August 14, 2007
Revised October 19, 2007
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| Abstract: |
A multivariable polynomial model is introduced to describe n-state spatio-temporal systems. Based on this model, a new neighborhood detection and transition rules determination method is proposed. Simulation results illustrate that the new method performs well even when the patterns are corrupted by static and dynamical noise. |
| Keywords: |
Identification; spatio-temporal system; polynomial model
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