• Title/Summary/Keyword: lyapunov

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Asymptotic Behaviro of Adaptive Systems: Convergence Analysis Without the Barbalat's Lemma

  • Hong, Keum-Shik;Hong, Yong-do
    • 제어로봇시스템학회:학술대회논문집
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    • 1994.10a
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    • pp.277-282
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    • 1994
  • Convergence of the state error e to zero in adaptive systems is shown using the uniqueness of solutions and the existence of a Lyapunov function in which the adaptation laws are constructed. Results in the paper are general, and therefore applicable to any adaptive control of a linear/nonlinear, time-varying or distributed-parameter system. Since the approach taken in the paper does not require the boundedness of the derivative of the state error e for all t .geq. 0, it is particularly useful in the adaptive control of infinite dimensional systems.

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A CMAC network based controller

  • Koo, Keun-Mo;Kim, Jong-Hwan
    • 제어로봇시스템학회:학술대회논문집
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    • 1994.10a
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    • pp.634-637
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    • 1994
  • This paper presents a CMAC network based controller on the basis of Lyapunov theory. CMAC network is employed to approximate and to compensate the uncertainties induced by inaccurate modelling of the system. For the improvement of robustness under the bounded disturbances and the approximation error of the CMAC, the adaptation scheme with a deadzone and an additional control input are developed.

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A new learning control of robot manipulators

  • Ham, C.;Qu, Z.;Park, M.
    • 제어로봇시스템학회:학술대회논문집
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    • 1994.10a
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    • pp.697-702
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    • 1994
  • This paper illustrates a new learning control for robot manipulators using Lyapunov direct method. It has been shown that under the proposed learning control robot manipulators are always guaranteed to be asymptotically stable with respect to the number of trials. The proposed control is also robust in the sense that the exact knowledge of the nonlinear dynamics is not required except for bounding functions on the magnitude.

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Robust stabilization of time-delay systems with nonlinear uncertainties

  • Park, Juhyun;Won, Sangchul
    • 제어로봇시스템학회:학술대회논문집
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    • 1996.10b
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    • pp.1197-1200
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    • 1996
  • This paper is concerned with the design of robust state feedback controller for a class of linear time-delay systems with norm-bounded nonlinear uncertainties. Under the proposed delay-independent criterion, asymptotic stability for the system is investigated using the conventional Lyapunov method. Moreover, the robust controller can be obtained by solving the linear matrix inequality which is equivalent to the suggested conditions.

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On the Robustness of a Fuzzy Logic Controller (퍼지 논리 제어기의 강인성에 대하여)

  • 이수영;정명진
    • Journal of the Korean Institute of Telematics and Electronics B
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    • v.32B no.6
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    • pp.828-839
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    • 1995
  • Although the fuzzy logic controller(FLC) has been adopted in many engineering applications, its performance is not guaranteed since there is no definite theoretic analysis. It may be the main factor that one hesitates to adopt the FLC in critical applications. In this paper, observing the similarity in the pattern of control input between the FLC and a conventional robust controller, i.e., the variable structure controller, we present theoretic analysis for robustness of a fuzzy control system based on the Lyapunov theory.

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GENERALIZED PROJECTION AND APPROXIMATION FOR GENERALIZED VARIATIONAL INEQUALITIES SYSTEM IN BANACH SPACES

  • He, Xin-Feng;Xu, Yong-Chun;He, Zhen
    • East Asian mathematical journal
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    • v.24 no.1
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    • pp.57-65
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    • 2008
  • The approximate solvability of a generalized system for non-linear variational inequality in Hilbert spaces was studied, based on the convergence of projection methods. But little research was done in Banach space. The primary reason was that projection mapping lacked preferably property in Banach space. In this paper, we introduced the generalized projection methods. By using these methods, the results presented in this paper extended the main results of S. S. Chang [3] from Hilbert spaces to Banach space.

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The Speed and Position Sensorless Control of PMSM using the Sliding Mode Observer with the Estimator of Stator Resistance (고정자 저항 추정기를 갖는 슬라이딩 모드 관측기를 이용한 영구자석 동기전동기의 속도 및 위치 센서리스제어)

  • 한윤석;최정수;김영석
    • Proceedings of the KIPE Conference
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    • 1998.11a
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    • pp.23-27
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    • 1998
  • This paper presents a new speed and position sensorless control method of permanent magnet synchronous motors based on the sliding mode observer. The sliding mode observer structure and its design method are discussed. Also, Lyapunov functions ar chosen for determining the adaptive law for the speed and the stator resistance estimator. The effectiveness of the proposed observer is confirmed by the computer simulation.

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Robust Adaptive Sliding Mode Control of Robot Manipulators Using a Model Reference Approach

  • Lee, Tae-Hwan;Bae, Jun-Kyung
    • Journal of Electrical Engineering and information Science
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    • v.3 no.1
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    • pp.36-44
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    • 1998
  • In this paper, a robust adaptive sliding mode control algorithm for accurate trajectory tracking of robot manipulators is proposed, with unknown parameters being estimated on-line. The controller is designed based on a Lyapunov method, which consists of adaptive feed-forward compensation part and a discontinuous control part. It is shown that, in the presence of the uncertainty and the disturbances arising from the actuator or some other causes, the tracking errors is bound to converge to zero asymptotically. An illustrative example is given to demonstrate the results of the propose method.

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A Stability Analysis of Mamdani Type Fuzzy Systems (맘다니형 퍼지 시스템의 안정 해석)

  • Lee, Chang-Hoon;Sugeno, Mickle
    • Proceedings of the KIEE Conference
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    • 2001.11c
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    • pp.76-79
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    • 2001
  • This paper is concerned with a stability analysis of Madam Type fuzzy systems. It Introduces the canonical form of an unforced fuzzy system and its stability theorem suggested in the previous study. Then it gives new simplified stability conditions based on the Lyapunov function method. A common positive definite matrix in the stability conditions is searched by the LMI method.

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Robust Pole Assignment of Uncertain Linear Systems (불확정성 선형 시스템의 강인 극점 배치)

  • Kim, Jae-Sung;Kim, Jin-Hoon
    • Proceedings of the KIEE Conference
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    • 1999.07b
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    • pp.589-591
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    • 1999
  • In this paper, we consider the robust pole assignment for linear system with time-varying uncertainty. The considered uncertainty is an unstructured uncertainty. Based on Lyapunov stability and linear matrix inequality technique, we present a condition that guarantees the robust pole assignment inside a circular disk and the robust stability of uncertain linear systems. Finally, we show the usefulness of our results by an example.

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