Title :
On the Application of Wavelets to Model Predictive Control
Author :
Elias-Juarez, Alfredo ; Kantor, Jeffrey C.
Author_Institution :
Department of Chemical Engineering, University of Notre Dame, Notre Dame, IN 46556
Abstract :
Functions localized in both the time and frequency domains can serve as bases for signals. The paper reviews multiresolution analysis, and describes several advantages of using wavelet and wavelet-like basis functions for control. Model predictive control using a wavelet basis is demonstrated.
Keywords :
Data systems; Economic forecasting; Frequency domain analysis; Linear systems; Predictive control; Predictive models; Signal resolution; Tellurium; Wavelet analysis; Wavelet domain;
Conference_Titel :
American Control Conference, 1992
Conference_Location :
Chicago, IL, USA
Print_ISBN :
0-7803-0210-9
