Title :
On a correlation between sensitivity and identificability of dynamical systems
Author :
Bratislav Danković;Dragan Antić;Zoran Jovanović;Darko Mitić
Author_Institution :
Faculty of Electronic Engineering, Department of Automatics, Nis, Republic of Serbia
fDate :
5/1/2010 12:00:00 AM
Abstract :
A correlation between sensitivity and identificability of the continuous and discrete systems is considered in this paper. First, a method for determining parametric sensitivity is presented and then identification is performed and system identificability is derived directly from the identification error. Based on these results, we have calculated the correlation coefficient between these two systems features. Experiments have confirmed very strong correlation between sensitivity and identificability for continuous as well as for discrete time systems.
Keywords :
"Continuous time systems","Sensitivity analysis","Discrete time systems","Performance analysis","Performance evaluation","System testing","Frequency","Concrete","Bonding","Estimation error"
Conference_Titel :
Computational Cybernetics and Technical Informatics (ICCC-CONTI), 2010 International Joint Conference on
Print_ISBN :
978-1-4244-7432-5
DOI :
10.1109/ICCCYB.2010.5491249
