• DocumentCode
    2261310
  • Title

    The minimal signal-to-noise ratio required to stabilize over a noisy channel

  • Author

    Freudenberg, J.S. ; Middleton, R.H. ; Solo, V.

  • Author_Institution
    Dept. of Electr. Eng. & Comput. Sci., Michigan Univ., Ann Arbor, MI
  • fYear
    2006
  • fDate
    14-16 June 2006
  • Abstract
    We consider the problem of stabilizing a discrete-time plant over a noisy channel that is subject to a signal-to-noise ratio (SNR) constraint. It has previously been shown that a necessary condition for stabilization with linear time-invariant state feedback is that the SNR satisfy a lower bound whose value depends solely upon the unstable plant poles. The same lower bound is also necessary for stabilization using linear time invariant output feedback for a minimum phase plant with relative degree one. Following Nair and Evans, we use the concept of entropy power to show that the same bound is also necessary when nonlinear time-varying control laws are applied. Another previous result is that the aforementioned bound on the SNR is also sufficient for stabilization. We apply the concept of entropy rate to provide an alternate proof of this result that also demonstrates an intimate connection between the discrete Bode sensitivity integral and the problem of disturbance-free estimation
  • Keywords
    T invariance; discrete time systems; entropy; nonlinear control systems; stability; state feedback; time-varying systems; discrete Bode sensitivity integral; discrete-time plant; disturbance-free estimation; entropy power; linear time invariant output feedback; linear time invariant state feedback; lower bound; necessary condition; noisy channel stabilization; nonlinear time-varying control laws; signal-to-noise ratio; Additive noise; Channel capacity; Control systems; Eigenvalues and eigenfunctions; Entropy; Gaussian channels; Linear systems; Output feedback; Signal to noise ratio; State feedback;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    American Control Conference, 2006
  • Conference_Location
    Minneapolis, MN
  • Print_ISBN
    1-4244-0209-3
  • Electronic_ISBN
    1-4244-0209-3
  • Type

    conf

  • DOI
    10.1109/ACC.2006.1655430
  • Filename
    1655430