Identification of Spatio-Temporal Systems Using Multi-resolution Wavelet Models
Billings, S.A., Wei, H.L., Mei, S.S. et al. (1 more author)
(2003)
Identification of Spatio-Temporal Systems Using Multi-resolution Wavelet Models.
Research Report.
ACSE Research Report 847
.
Department of Automatic Control and Systems Engineering
Abstract
A novel modelling structure for identifying spatio-temporal systems is proposed based on multi-resolution wavelet decompositions. Two classes of spatio-temporal systems, coupled map lattices and cellular automata, are considered and the new modelling approach is applied to identify these systems. Several examples are provided to demonstrate the applicability and effectiveness of the new identification procedure.
Metadata
Item Type:
Monograph
Authors/Creators:
Billings, S.A.
Wei, H.L.
Mei, S.S.
Guo, L.Z.
Copyright, Publisher and Additional Information:
The Department of Automatic Control and Systems Engineering research reports offer a forum for the research output of the academic staff and research students of the Department at the University of Sheffield. Papers are reviewed for quality and presentation by a departmental editor. However, the contents and opinions expressed remain the responsibility of the authors. Some papers in the series may have been subsequently published elsewhere and you are advised to cite the later published version in these instances.
CORE (COnnecting REpositories)
CORE (COnnecting REpositories)