Title :
Sensitivity of discrete systems to variation of sampling interval
Author :
Bekey, G.A. ; Tomovic, R.
Author_Institution :
University of Southern California, Los Angeles, CA, USA
fDate :
4/1/1966 12:00:00 AM
Abstract :
The purpose of this paper is to extend the methods of sensitivity analysis to discrete systems, with major emphasis on the determination of the effects of perturbations in sampling frequency on system performance. A method for the derivation of a sensitivity difference equation is presented. The method is applied to the study of both local effects (i.e., effects upon the next sampled value) and global effects (i.e., effects upon the entire solution sequence). The global sensitivity function is applied to extrapolation of system performance. The local sensitivity function is used as a basis for the synthesis of a discrete system with an adaptive sampling control law.
Keywords :
Discrete-time systems, nonlinear; Nonlinear systems, discrete-time; Sensitivity analysis; Adaptive control; Adaptive systems; Control system synthesis; Difference equations; Extrapolation; Frequency; Programmable control; Sampling methods; Sensitivity analysis; System performance;
Journal_Title :
Automatic Control, IEEE Transactions on
DOI :
10.1109/TAC.1966.1098309