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Fundamental Limitations of Disturbance Attenuation in the Presence of Side Information.

Authors :
Martins, Nuno C.
Dahleh, Munther A.
Doyle, John C.
Source :
IEEE Transactions on Automatic Control. Jan2007, Vol. 52 Issue 1, p56-66. 11p. 2 Diagrams.
Publication Year :
2007

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. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00189286
Volume :
52
Issue :
1
Database :
Academic Search Index
Journal :
IEEE Transactions on Automatic Control
Publication Type :
Periodical
Accession number :
23838949
Full Text :
https://doi.org/10.1109/TAC.2006.887898