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Using the fuzzy-ellipsoid method for robust estimation of the state of a grid system node

Authors :
Nataliya N. Kussul
A. Yu. Shelestov
Source :
Cybernetics and Systems Analysis. 44:847-854
Publication Year :
2008
Publisher :
Springer Science and Business Media LLC, 2008.

Abstract

Constructing a workload model for a node of a Grid system is considered in terms of control theory. A node is represented as a linear dynamic object acted upon by perturbations with unknown statistical properties. Fuzzy set estimates are used to evaluate the state of the object. They ensure the robustness of the algorithm proposed and its usability under the lack of a priori information on the unknown vector and the inaccuracy of current measurements.

Details

ISSN :
15738337 and 10600396
Volume :
44
Database :
OpenAIRE
Journal :
Cybernetics and Systems Analysis
Accession number :
edsair.doi...........81317fa9468d05210b084a2db4b55a55
Full Text :
https://doi.org/10.1007/s10559-008-9057-1