By Topic

IEEE Transactions on Automatic Control

Issue 5 • May 2000

Filter Results

Displaying Results 1 - 25 of 33
  • Comments on "Robustifying nonlinear systems using high-order neural network controllers"

    Publication Year: 2000, Page(s):1033 - 1036
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (177 KB)

    *** PLEASE ASK ME ABOUT THIS (PHILIP) *** In the original paper by G.A. Rovithakis (ibid., vol.44, p.102-8, 1999), a nonlinear dynamical system is considered. The author indicates that Rovithakis overlooked some essential assumptions on the allowable perturbations, that the problem is therefore not well-posed, and that the controller derived is incorrect Rovithakis replies that it is well known th... View full abstract»

    Full text access may be available. Click article title to sign in or learn about subscription options.
  • Author's reply

    Publication Year: 2000, Page(s): 1036
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (47 KB)

    First Page of the Article
    View full abstract»

    Full text access may be available. Click article title to sign in or learn about subscription options.
  • Random iterative models [Book Reviews]

    Publication Year: 2000, Page(s):1037 - 1039
    Request permission for commercial reuse | PDF file iconPDF (63 KB)
    Freely Available from IEEE
  • Gaussian filters for nonlinear filtering problems

    Publication Year: 2000, Page(s):910 - 927
    Cited by:  Papers (491)  |  Patents (7)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (432 KB)

    We develop and analyze real-time and accurate filters for nonlinear filtering problems based on the Gaussian distributions. We present the systematic formulation of Gaussian filters and develop efficient and accurate numerical integration of the optimal filter. We also discuss the mixed Gaussian filters in which the conditional probability density is approximated by the sum of Gaussian distributio... View full abstract»

    Full text access may be available. Click article title to sign in or learn about subscription options.
  • A hybrid genetic algorithm for estimating the optimal time scale of linear systems approximations using Laguerre models

    Publication Year: 2000, Page(s):1007 - 1011
    Cited by:  Papers (14)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (136 KB)

    We deal with the problem of finding the optimal time scale of the truncated Laguerre series using numerical search techniques. We develop a hybrid genetic algorithm (GA) to search the nonlinear, multimodal squared-error function that results from least-squares approximations of the impulse response of causal linear time-invariant stable systems. The hybrid GA incorporates a Newton-Raphson (NR) loc... View full abstract»

    Full text access may be available. Click article title to sign in or learn about subscription options.
  • A generalized chain-scattering representation and its algebraic system properties

    Publication Year: 2000, Page(s):1002 - 1007
    Cited by:  Papers (3)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (188 KB)

    Presents a generalization of the chain-scattering representation to the case of general plants. Through the notion of input-output consistency, the conditions under which the generalized chain-scattering representation (GCSR) and the dual-generalized chain-scattering representation (DGCSR) exist are proposed. The generalized chain-scattering matrices are formulated into a general parameterized for... View full abstract»

    Full text access may be available. Click article title to sign in or learn about subscription options.
  • A receding horizon generalization of pointwise min-norm controllers

    Publication Year: 2000, Page(s):898 - 909
    Cited by:  Papers (89)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (300 KB)

    Control Lyapunov functions (CLFs) are used in conjunction with receding horizon control to develop a new class of receding horizon control schemes. In the process, strong connections between the seemingly disparate approaches are revealed, leading to a unified picture that ties together the notions of pointwise min-norm, receding horizon, and optimal control. This framework is used to develop a CL... View full abstract»

    Full text access may be available. Click article title to sign in or learn about subscription options.
  • Instantaneous impulse response of nonlinear system

    Publication Year: 2000, Page(s):999 - 1001
    Cited by:  Papers (6)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (112 KB)

    Mathematical models for nonlinear systems, which admit both standard integrable and impulsive inputs are developed. It is shown that instantaneous response of a nonlinear system to an impulse is not, in general, single-valued, whereas a particular response can be selected through the construction of an auxiliary system. The complete integrability of the auxiliary system is proven to guarantee uniq... View full abstract»

    Full text access may be available. Click article title to sign in or learn about subscription options.
  • An exponentially stable adaptive friction compensator

    Publication Year: 2000, Page(s):977 - 980
    Cited by:  Papers (40)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (132 KB)

    This note presents a novel adaptive compensation scheme for Coulomb friction in a servocontrol system. An adaptive observer for estimating the unknown Coulomb friction coefficient is also derived on the basis of the Lyapunov technique. In addition, a linearizing control law is developed to compensate for the friction force and obtain the tracking objective. The proposed adaptive compensation guara... View full abstract»

    Full text access may be available. Click article title to sign in or learn about subscription options.
  • A new linear adaptive controller: design, analysis and performance

    Publication Year: 2000, Page(s):883 - 897
    Cited by:  Papers (14)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (432 KB)

    The certainty equivalence and polynomial approach, widely used for designing adaptive controllers, leads to “simple” adaptive control designs that guarantee stability, asymptotic error convergence, and robustness, but not necessarily good transient performance. Backstepping and tuning functions techniques, on the other hand, are used to design adaptive controllers that guarantee stabil... View full abstract»

    Full text access may be available. Click article title to sign in or learn about subscription options.
  • Continuity of the solution of the Riccati equations for continuous time JLQP

    Publication Year: 2000, Page(s):934 - 937
    Cited by:  Papers (6)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (156 KB)

    In this paper the continuity of the solution of the differential and algebraic Riccati equations for a continuous-time, Markovian, jump linear quadratic control problem as a function of coefficients is verified. The assumptions for this are stochastic stabilizability and observability View full abstract»

    Full text access may be available. Click article title to sign in or learn about subscription options.
  • Control system design for mechanical systems using contraction theory

    Publication Year: 2000, Page(s):984 - 989
    Cited by:  Papers (45)  |  Patents (1)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (208 KB)

    Contraction theory is a control system tool based on an exact differential analysis of convergence. After establishing new combination properties of contracting systems, the paper derives new controller and observer designs for mechanical systems such as aircraft and underwater vehicles. The classical nonlinear strap down algorithm is also shown to be marginally contracting. The relative simplicit... View full abstract»

    Full text access may be available. Click article title to sign in or learn about subscription options.
  • Observation control for discrete-continuous stochastic systems

    Publication Year: 2000, Page(s):993 - 998
    Cited by:  Papers (4)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (220 KB)

    Presents a theoretical framework for the optimization of observations in partially observable linear discrete-continuous stochastic systems. The problem of achievement of the best quality of estimation with discrete and continuous observations is reduced to a deterministic one with impulse or generalized control. An approach based on the discontinuous time transformation is presented and used to r... View full abstract»

    Full text access may be available. Click article title to sign in or learn about subscription options.
  • Using scales in the multiobjective approach

    Publication Year: 2000, Page(s):973 - 977
    Cited by:  Papers (6)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (156 KB)

    Scales are used to reduce the conservatism encountered in most multiobjective approaches to control design. The most general case (i.e., matrix scales) results in a nonconvex problem, though the use of scalar scales leads to convex searches in the analysis and state feedback problems. Output feedback synthesis and other extensions are discussed. Numerical examples are provided to show the effectiv... View full abstract»

    Full text access may be available. Click article title to sign in or learn about subscription options.
  • A state observer for nonlinear systems and its application to ball and beam system

    Publication Year: 2000, Page(s):968 - 973
    Cited by:  Papers (26)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (212 KB)

    In this paper, we present a state observer for single-input/single-output nonlinear systems which fail to have well defined relative degree. It is shown that there exists a local state observer for a nonlinear system if it has robust relative degree n. The proposed observer utilizes the coordinate change which transforms a system into an approximate normal form. The proposed method is applied to a... View full abstract»

    Full text access may be available. Click article title to sign in or learn about subscription options.
  • Template languages for fault monitoring of timed discrete event processes

    Publication Year: 2000, Page(s):868 - 882
    Cited by:  Papers (78)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (424 KB)

    This paper introduces a new framework for modeling discrete event processes. This framework, called condition templates, allows the modeling of processes in which both single-instance and multiple-instance behaviors are exhibited concurrently. A single-instance behavior corresponds to a trace from a single finite-state process, and a multiple-instance behavior corresponds to the timed interleaving... View full abstract»

    Full text access may be available. Click article title to sign in or learn about subscription options.
  • On the design of a nonlinear adaptive variable structure derivative estimator

    Publication Year: 2000, Page(s):1028 - 1033
    Cited by:  Papers (15)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (216 KB)

    Develops a derivative estimator using variable structure system (VSS) and adaptive techniques. The proposed nonlinear adaptive variable structure derivative estimator requires little knowledge about the observed signal source and is able to handle the observed signals that are the outputs of either linear or nonlinear dynamic systems with uncertainties. In the absence of system noise, the uniform ... View full abstract»

    Full text access may be available. Click article title to sign in or learn about subscription options.
  • Discontinuous unit feedback control of uncertain infinite-dimensional systems

    Publication Year: 2000, Page(s):834 - 843
    Cited by:  Papers (43)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (244 KB)

    Control systems, driven by a discontinuous unit feedback in a Hilbert space, are studied. The equation which describes a system motion, taking place in the discontinuity manifold and further referred to as a sliding mode, is derived by means of a special regularization technique. Based on the sliding mode equation, the procedure of synthesis of a discontinuous unit control signal is developed. Res... View full abstract»

    Full text access may be available. Click article title to sign in or learn about subscription options.
  • Computing efforts allocation for ordinal optimization and discrete event simulation

    Publication Year: 2000, Page(s):960 - 964
    Cited by:  Papers (61)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (184 KB)

    Ordinal optimization has emerged as an efficient technique for simulation and optimization. Exponential convergence rates can be achieved in many cases. In this paper, we present a new approach that can further enhance the efficiency of ordinal optimization. Our approach intelligently determines the optimal number of simulation replications (or samples) and significantly reduces the total simulati... View full abstract»

    Full text access may be available. Click article title to sign in or learn about subscription options.
  • Maximum likelihood parameter estimation from incomplete data via the sensitivity equations: the continuous-time case

    Publication Year: 2000, Page(s):928 - 934
    Cited by:  Papers (31)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (304 KB)

    This paper deals with maximum likelihood (ML) parameter estimation of continuous-time nonlinear partially observed stochastic systems, via the expectation maximization (EM) algorithm. It is shown that the EM algorithm can be executed efficiently, provided the unnormalized conditional density of nonlinear filtering is either explicitly solvable or numerically implemented. The methodology exploits t... View full abstract»

    Full text access may be available. Click article title to sign in or learn about subscription options.
  • A two-step adaptive controller for a two-body system

    Publication Year: 2000, Page(s):1011 - 1016
    Cited by:  Papers (2)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (184 KB)

    A reduced-order adaptive control scheme using a direct state-feedback control law and an indirect feedforward compensation design is presented for a two-body system with joint flexibility and damping. A detailed stability analysis is given for such a two-step adaptive control design, which ensures closed-loop signal boundedness and asymptotic output tracking View full abstract»

    Full text access may be available. Click article title to sign in or learn about subscription options.
  • Stochastic adaptive one-step-ahead optimal controllers based on input matching

    Publication Year: 2000, Page(s):980 - 983
    Cited by:  Papers (4)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (152 KB)

    Optimal adaptive controller based on the ELS algorithm is established using the input matching technique. The control signal is reduced to a constant weighted sum of the measurable information-state vector components using a one-step-ahead quadratic cost function to govern the behavior of the stochastic linear systems. The control effort can be estimated globally. The algorithm also predicts the c... View full abstract»

    Full text access may be available. Click article title to sign in or learn about subscription options.
  • Exponential stabilization of a class of unstable bilinear systems

    Publication Year: 2000, Page(s):989 - 992
    Cited by:  Papers (20)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (136 KB)

    Considers the control design of bilinear systems with multiplicative control inputs. Previous control designs for such systems normally assume that the open-loop bilinear system is (neutrally) stable. In this paper, a nonlinear control design is proposed for open-loop unstable bilinear systems. The new control stabilizes the bilinear system globally and exponentially if a sufficient stability cond... View full abstract»

    Full text access may be available. Click article title to sign in or learn about subscription options.
  • Extension of Parrott's theorem to nondefinite scalings

    Publication Year: 2000, Page(s):937 - 940
    Cited by:  Papers (5)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (128 KB)

    In this paper, the matrix version of Parrott's theorem is extended to encompass nondefinite scalings. This extension can be used to relax the causality requirements for many linear matrix inequality based synthesis problems View full abstract»

    Full text access may be available. Click article title to sign in or learn about subscription options.
  • Stochastic approximation and user adaptation in a competitive resource sharing system

    Publication Year: 2000, Page(s):844 - 853
    Cited by:  Papers (9)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (216 KB)

    This paper is motivated by the work of Altman and Shimkin (1998). Customers arrive at a service center and must choose between two types of service: a channel that is shared by all currently in it and a dedicated line. The mean service cost (or time) for any customer entering the shared resource depends on the decisions of all future arrivals up to the time of departure of that customer, and so ha... View full abstract»

    Full text access may be available. Click article title to sign in or learn about subscription options.

Aims & Scope

In the IEEE Transactions on Automatic Control, the IEEE Control Systems Society publishes high-quality papers on the theory, design, and applications of control engineering.  Two types of contributions are regularly considered

Full Aims & Scope

Meet Our Editors

Editor-in-Chief
P. J. Antsaklis
Dept. Electrical Engineering
University of Notre Dame