Title :
Fundamental Limitations of Disturbance Attenuation in the Presence of Side Information
Author :
Martins, Nuno C. ; Dahleh, Munther A. ; Doyle, John C.
Author_Institution :
Dept. of Electr. & Comput. Eng., Maryland Univ., College Park, MD
Abstract :
In this paper, we study fundamental limitations of disturbance attenuation of feedback systems, under the assumption that the controller has a finite horizon preview of the disturbance. In contrast with prior work, we extend Bode´s integral equation for the case where the preview is made available to the controller via a general, finite capacity, communication system. Under asymptotic stationarity assumptions, our results show that the new fundamental limitation differs from Bode´s only by a constant, which quantifies the information rate through the communication system. In the absence of asymptotic stationarity, we derive a universal lower bound which uses Shannon´s entropy rate as a measure of performance. By means of a case-study, we show that our main bounds may be achieved
Keywords :
Bode diagrams; entropy; feedback; integral equations; open loop systems; Bode integral equation; Shannon entropy rate; asymptotic stationarity assumption; communication system; disturbance attenuation; feedback system; fundamental limitation; information constraint; preview control; Attenuation; Communication system control; Communication systems; Control systems; Entropy; Feedback loop; Frequency; Information rates; Integral equations; Nonlinear systems; Fundamental limits; information constraints; preview control;
Journal_Title :
Automatic Control, IEEE Transactions on
DOI :
10.1109/TAC.2006.887898