• DocumentCode
    962298
  • 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
  • Volume
    52
  • Issue
    1
  • fYear
    2007
  • Firstpage
    56
  • Lastpage
    66
  • 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;
  • fLanguage
    English
  • Journal_Title
    Automatic Control, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9286
  • Type

    jour

  • DOI
    10.1109/TAC.2006.887898
  • Filename
    4060988