DocumentCode
623373
Title
Information method of consistent identification of objects
Author
Durgaryan, I.S. ; Pikina, G.A. ; Pashchenko, F.F. ; Pashchenko, A.F.
Author_Institution
Inst. of Control Sci., Moscow, Russia
fYear
2013
fDate
19-21 June 2013
Firstpage
1325
Lastpage
1330
Abstract
The problem of construction of forecasting “input-output” models of linear and non-linear systems with random signals is considered. A consistent method of identifying such systems under the criterion of maximum of the mount of information is developed. An informational estimation is obtained of the identity of the model with the object being studied.
Keywords
forecasting theory; identification; information theory; linear systems; nonlinear systems; consistent object identification; forecasting input-output models; informational estimation; linear systems; nonlinear systems; random signals; Entropy; Equations; Mathematical model; Object recognition; Process control; Random variables; Vectors; amount of information; conditional entropy; consistent methods of identification; entropy;
fLanguage
English
Publisher
ieee
Conference_Titel
Industrial Electronics and Applications (ICIEA), 2013 8th IEEE Conference on
Conference_Location
Melbourne, VIC
Print_ISBN
978-1-4673-6320-4
Type
conf
DOI
10.1109/ICIEA.2013.6566572
Filename
6566572
Link To Document