• Title/Summary/Keyword: Robust algorithm

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A study on the text-dependent speaker recognition system Using a robust matching process (강인한 정합과정을 이용한 텍스트 종속 화자인식에 관한 연구)

  • Lee, Han-Ku;Lee, Kee-Seong
    • Proceedings of the KIEE Conference
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    • 2002.11c
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    • pp.605-608
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    • 2002
  • A text-dependent speaker recognition system using a robust matching process is studied. The feature histogram of LPC cepstral coefficients for matching is used. The matching process uses mixture network with penalty scores. Using probability and shape comparison of two feature histograms, similarity values are obtained. The experiment results will be shown to show the effectiveness of the proposed algorithm.

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H$\infty$ Steering Control of an Unmanned Vehicle Driving System by the MR sensors (MR 센서를 이용한 무인 자동 시스템의 H$\infty$ 조향 제어)

  • 박기선;김창섭;이영진;윤강섭;배종일;이만형
    • 제어로봇시스템학회:학술대회논문집
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    • 2000.10a
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    • pp.6-6
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    • 2000
  • By using the information obtained from the outputs of MR(MagnetoResistive) sensors for an Unmanned Vehicle Driving System, we develop an algorithm that decides the distance and direction between vehicle and the guideline which is made by the magnet. To improve the robust tracking properties of the closed loop system, we introduce H$\infty$ controller and its application for the Unmanned Vehicle Driving System.

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The Development of a Continuation Power Flow System (연속조류계산 시스템의 개발)

  • Song, Hwa-Chang;Lee, Byong-Jun;Kwon, Sae-Hyuk
    • Proceedings of the KIEE Conference
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    • 1997.07c
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    • pp.894-896
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    • 1997
  • This paper presents the continuation power flow system that is under development. The continuation power flow system provides robust solutions of power flow equations at any operating point. The robust convergency enables one to find solutions even at the point where power flow jacobian becomes singular. Basic concept of an algorithm and its application to static voltage stability analysis are presented.

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Design of a Speed Controller for the Synchronous Motor in Electric Vehicle (전기자동차용 동기기의 속도제어기 설계)

  • Hyun, Keun-Ho
    • Proceedings of the KIEE Conference
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    • 2007.10a
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    • pp.239-240
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    • 2007
  • In this paper, a robust adaptive backstepping controller will be proposed for the speed control of permanent magnet synchronous motors in using electrical vehicles. Stator resistance, damping coefficient, load torque are considered as uncertainties and noise generated at applying load torque to motor is also considered. It shows that the backstepping algorithm can be used to solve the problems of nonlinear system very well and robust controller can be designed without the variation of adaptive law. Simulation results are provided to demonstrate the effectiveness of the Proposed controller.

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A Robust Discrete-Time Model Reference Adaptive Control in the Presence of Bounded Disturbances (제한된 외란하에서의 강인한 이산 시간 모델 추종 적응 제어)

  • 이호진;함운철;최계근
    • Journal of the Korean Institute of Telematics and Electronics
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    • v.25 no.12
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    • pp.1618-1624
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    • 1988
  • In this paper, a robust discrete model reference adaptive controller is proposed using a generalized model reference adaptive algorithm for single-input single-output discrete systems. A signal dependent time-varying dead-zone is employed in a generalized adaptive control structure. This adaptive controller is shown to assure the boundedness of the signals of the system even in the presence of bounded external disturbance.

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A Robust Discrete-Time Adaptive Control with a Compensator (보상기를 이용한 강인한 이산 시간 적응 제어)

  • 이호진;최계근
    • Journal of the Korean Institute of Telematics and Electronics
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    • v.25 no.12
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    • pp.1610-1617
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    • 1988
  • In this paper, a robust discrete-time adaptive control with compensation is proposed for single-input single-output discrete-time plants which have unmodeled dynamics. The stability of the overall system is studied using the conic sector stability theorems when a normalized constant gain parameter adaptation algorithm and a properly chosen compensation are used. An illustrative exmple shows that this compensation can also increase the parameter adaptation speed. And a method of compensation using the adaptive observation is also discussed.

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Robustizing Kalman filters with the M-estimating functions

  • Pak, Ro Jin
    • Communications for Statistical Applications and Methods
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    • v.25 no.1
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    • pp.99-107
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    • 2018
  • This article considers a robust Kalman filter from the M-estimation point of view. Pak (Journal of the Korean Statistical Society, 27, 507-514, 1998) proposed a particular M-estimating function which has the data-based shaping constants. The Kalman filter with the proposed M-estimating function is considered. The structure and the estimating algorithm of the Kalman filter accompanying the M-estimating function are mentioned. Kalman filter estimates by the proposed M-estimating function are shown to be well behaved even when data are contaminated.

Robust Constrained Predictive Control without On-line Optimizations

  • Lee, Y. I.;B. Kouvaritakis
    • 제어로봇시스템학회:학술대회논문집
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    • 2001.10a
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    • pp.27.4-27
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    • 2001
  • A stabilizing control method for linear systems with model uncertainties and hard input constraints is developed, which does not require on-line optimizations. This work is motivated by the constrained robust MPC(CRMPC) approach [3] which adopts the dual mode prediction strategy (i.e. free control moves and invariant set) and minimizes a worst case performance criterion. Based on the observation that, a feasible control sequence for a particular state can be found as a linear combination of feasible sequences for other states, we suggest a stabilizing control algorithm providing sub-optimal and feasible control sequences using pre-computed optimal sequences for some canonical states. The on-line computation of the proposed method reduces to simple matrix multiplication.

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Repetitive Control of Contact Force (반복 제어를 이용한 접촉력 제어)

  • Jeon, Doyoung;Jong, Ilyong
    • Journal of the Korean Society for Precision Engineering
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    • v.13 no.4
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    • pp.122-128
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    • 1996
  • In high speed and high precision assembly systems such as a surface mounting device and robotend effector, the contact force control is required. As the operation repeats, the repetitive control is applied to reduce the periodic contact force errors. Since high order unmodelled dynamics are easily excited in contact force control, a Q filter was introduced and its robust stability was analyzed. Simulation and Experimental results show the effectiveness of the algorithm.

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Repetitive Control of Track Following Error in a Hard Disk Drive (하드 디스크 드라이브의 반복 추종 오차 제어)

  • Jeon, Doyoung;Jong, Ilyong
    • Journal of the Korean Society for Precision Engineering
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    • v.13 no.5
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    • pp.131-138
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    • 1996
  • This paper suggests a servo control algorithm to reduce the repeatable tracking error which is not explicitly taken into account in the design of a conventional PID controller of a computer hard disk drive. The robust stability of the repetitive control system with multiplicative modelling error is analyzed, and the controller was implemented using a fixed point DSP(Digital Signal Processor). Experimental results show that the repetitive errors are suppressed effectively by the proposed controller.

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