Title :
The minimum entropy controller as a mixed H2/H∞ controller: the time-varying case
Author :
Peters, Marc A. ; Iglesias, Pablo A.
Author_Institution :
Dept. of Electr. & Comput. Eng., Johns Hopkins Univ., Baltimore, MD, USA
Abstract :
In this paper we have given an interpretation of the entropy, defined for discrete-time time-varying systems. The interpretation shows why minimum entropy controllers have an advantage over other H∞ controllers, in the sense that the difference in norms of the input and output signals will be relatively high for signals not equal to the worst-case one. This is in favor of the goal that H∞ control wants to achieve. Furthermore we showed that minimizing the entropy in general results in a relatively low quadratic cost, which indicates why minimum entropy controllers are in general good mixed H2/H∞ controllers
Keywords :
H∞ control; discrete time systems; minimum entropy methods; time-varying systems; discrete-time time-varying systems; minimum entropy controller; mixed H2/H∞ controller; Control systems; Costs; Entropy; H infinity control; Hilbert space; Optimal control; Robust control; Time varying systems; Transfer functions; Upper bound;
Conference_Titel :
Decision and Control, 1995., Proceedings of the 34th IEEE Conference on
Conference_Location :
New Orleans, LA
Print_ISBN :
0-7803-2685-7
DOI :
10.1109/CDC.1995.480624