Laboratory for Control, Learning, and Systems Biology

stabilization

2000
  1. X. Bao, Z. Lin, E.D. Sontag, "Finite gain stabilization of discrete-time linear systems subject to actuator saturation", Automatica, vol. 36, no. 2, pp. 269–277, 2000. pdf
    Abstract

    It is shown that, for neutrally stable discrete-time linear systems subject to actuator saturation, finite gain lp stabilization can be achieved by linear output feedback, for all p>1. An explicit construction of the corresponding feedback laws is given. The feedback laws constructed also result in a closed-loop system that is globally asymptotically stable, and in an input-to-state estimate.

1998
  1. D. Nesi\'c, E.D. Sontag, "Input-to-state stabilization of linear systems with positive outputs", Systems Control Lett., vol. 35, no. 4, pp. 245–255, 1998. pdf
    Abstract

    This paper considers the problem of stabilization of linear systems for which only the magnitudes of outputs are measured. It is shown that, if a system is controllable and observable, then one can find a stabilizing controller, which is robust with respect to observation noise (in the ISS sense).

1995
  1. Y. Lin, E.D. Sontag, Y. Wang, "Input to state stabilizability for parametrized families of systems", Internat. J. Robust Nonlinear Control, vol. 5, no. 3, pp. 187–205, 1995. pdf
    Abstract

    This paper studies various stability issues for parameterized families of systems, including problems of stabilization with respect to sets. The study of such families is motivated by robust control applications. A Lyapunov-theoretic necessary and sufficient characterization is obtained for a natural notion of robust uniform set stability; this characterization allows replacing ad hoc conditions found in the literature by more conceptual stability notions. We then use these techniques to establish a result linking state space stability to ``input to state'' (bounded-input bounded-state) stability. In addition, the preservation of stabilizability under certain types of cascade interconnections is analyzed.

  2. E.D. Sontag, "Control of systems without drift via generic loops", IEEE Trans. Automat. Control, vol. 40, no. 7, pp. 1210–1219, 1995. pdf
    Abstract

    This paper proposes a simple numerical technique for the steering of arbitrary analytic systems with no drift. It is based on the generation of "nonsingular loops" which allow linearized controllability along suitable trajetories. Once such loops are available, it is possible to employ standard Newton or steepest descent methods, as classically done in numerical control. The theoretical justification of the approach relies on recent results establishing the genericity of nonsingular controls, as well as a simple convergence lemma.

1991
  1. Y. Lin, E.D. Sontag, "A universal formula for stabilization with bounded controls", Systems Control Lett., vol. 16, no. 6, pp. 393–397, 1991. doipdf
    Abstract

    We provide a formula for a stabilizing feedback law using a bounded control, under the assumption that an appropriate control-Lyapunov function is known. Such a feedback, smooth away from the origin and continuous everywhere, is known to exist via Artstein's Theorem. As in the unbounded-control case treated in a previous note, we provide an explicit and ``universal'' formula given by an algebraic function of Lie derivatives. In particular, we extend to the bounded case the result that the feedback can be chosen analytic if the Lyapunov function and the vector fields defining the system are analytic.

1990
  1. E.D. Sontag, "Further facts about input to state stabilization", IEEE Trans. Automat. Control, vol. 35, no. 4, pp. 473–476, 1990. pdf
    Abstract

    Previous results about input to state stabilizability are shown to hold even for systems which are not linear in controls, provided that a more general type of feedback be allowed. Applications to certain stabilization problems and coprime factorizations, as well as comparisons to other results on input to state stability, are also briefly discussed.d local minima may occur, if the data are not separable and sigmoids are used.

1989
  1. E.D. Sontag, "A ``universal'' construction of Artstein's theorem on nonlinear stabilization", Systems Control Lett., vol. 13, no. 2, pp. 117–123, 1989. pdf
    Abstract

    This note presents an explicit proof of the theorem - due to Artstein - which states that the existence of a smooth control-Lyapunov function implies smooth stabilizability. Moreover, the result is extended to the real-analytic and rational cases as well. The proof uses a "universal" formula given by an algebraic function of Lie derivatives; this formula originates in the solution of a simple Riccati equation.

  2. E.D. Sontag, "Remarks on stabilization and input-to-state stability", In Proceedings of the 28th IEEE Conference on Decision and Control, Vol.\ 1–3 (Tampa, FL, 1989), pp. 1376–1378, 1989. pdf
    Abstract

    This paper describes how notions of input-to-state stabilization are useful when stabilizing cascades of systems. The simplest result along these lines is local, and it states that a cascade of two locally asymptotically stable systems is again asystable. A global result is obtained if both systems have the origin as a globally asymptotically stable state and the "converging input bounded state" property holds for the second system. Relations to input to state stability and the "bounded input bounded state" property as mentioned as well.

1988
  1. E.D. Sontag, "Stabilizability, i/o stability, and coprime factorizations", In Proc.\ IEEE Conf.\ Decision and Control, Austin, Dec.\ 1988, pp. 457–458, 1988.