• Title/Summary/Keyword: nonlinear feedback

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VLSI implementation of neural network with stochastic architecture (Stochastic 구조를 이용한 신경회로망의 구현)

  • 정덕진;한상욱
    • The Transactions of the Korean Institute of Electrical Engineers
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    • v.45 no.2
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    • pp.319-324
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    • 1996
  • Using random pulse stream, a number can be transformed to the pulse stream with the probability value. So the digital value are computed by simple digital gates. Thus it will be possible to build a small and strong noise immunity processing element. We propose a faster convergence algorithm using a new methods for better performance of Random Number Generator(RNG) an the nonlinear transfer function(Sigmoid function)in this paper. And a feedback circuit were fitted for pulse stream in this paper. We proposed method is simulated with C program language and conformed by circuit implementation. Finally a system for hand written number recognition is constructed by FPGA and its performance verified.

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Chaotic and Instability Effects in Brillouin-Active Fiber-Ring Sensor (광섬유링센서에서 유도되는 브루앤파의 혼돈 및 비안정화 현상)

  • Kim, Yong K.;Kim, Jin-Su
    • The Transactions of the Korean Institute of Electrical Engineers C
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    • v.53 no.6
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    • pp.337-341
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    • 2004
  • In this paper the effect of chaos induced instability in Brillouin-active fiber-ring sensor is described. The inherent optical feedback by the backscattered Stokes wave in optical fiber leads to instabilities in the form of optical chaos. The paradigm of optical chaos in fiber serves as a test for fundamental study of chaos and its suppression and exploitation in practical application in communication and sensing. At weak power, the nature of the Brillouin instability can occur at before threshold. At strong power, the temporal evolution above threshold is periodic and at higher intensity can become chaotic. The threshold for the Brillouin instability in fiber-ring sensor is much lower than the threshold of the normal Brillouin instability process.

Estimation and Compensation of the Coulomb Friction in an Inverted Pendulum (쿨롱 마찰력 추정과 보상을 통한 역진자 시스템의 제어 성능 개선)

  • Park, Duck-Gee;Chwa, Dong-Kyoung;Hong, Suk-Kyo
    • The Transactions of the Korean Institute of Electrical Engineers D
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    • v.55 no.11
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    • pp.483-490
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    • 2006
  • When the nonlinearities, such as friction and backlash, are not considered in the controller design, undesirable oscillations can occur in the steady-state response of a control system. This paper deals with a method to reduce oscillations that often appear in the steady-state response of a pendulum system, which is controlled by a state feedback controller based on the linearized system model. With an assumption that the oscillations shown in the steady-state are caused by the Coulomb friction, we improve the performance of stabilization and tracking by estimating and compensating for the Coulomb friction in the pendulum system. Experimental results show that the control performance can be improved sufficiently by the proposed method, when it is applied to an inverted cart pendulum which is a multi-variable unstable system. Furthermore, we could see that the Coulomb friction model used in the estimation of the friction is valid in applying the suggested method.

Wide-Range Stabilization Control of Underactuated Robot using Fuzzy Controller (퍼지 제어기를 이용한 Underactuated Robot의 광범위 제어)

  • Yoo, Ki-Jeong;Yang, Dong-Hoon;Choi, Hyoun-Chul;Hong, Suk-Kyo
    • Proceedings of the KIEE Conference
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    • 2001.07d
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    • pp.2408-2410
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    • 2001
  • This paper presents the control of an underactuated two-link robot called the Pendubot. Combining linearized state feedback control with Takagi-Sugeno(T-S) fuzzy controller wide-range stabilization of Pendulum is achieved. The local stabilization controler is designed by linearinzing the dynamic equations about the several desired set point and using LQR(Linear Quadratic Regulator) techniques. Takagi-Sugeno methodology is used to control the nonlinear models near different operation points. Fuzzy controller is obtained by the fuzzy blending of the local controllers. The paper includes a description of the algorithm as well as real time experimental results for the Pendubot.

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Robust Controller Design for Perturbed Systems and Control of an Attractive Type Magnetic Levitation System (섭동계의 강인한 제어기 설계와 흡인형 자기부상계 제어)

  • 김상봉;김환성;정남수
    • Transactions of the Korean Society of Mechanical Engineers
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    • v.16 no.2
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    • pp.226-235
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    • 1992
  • This paper is concerned with the robust control of LQ state feedback regulators with poles in a specified region in the presence of system uncertainty. The robust stability results for the constant and nonlinear time varying perturbations are derived in terms of bounds of the perturbed system matrices and the weighting matrices in the performance index of LQ problem. The theoretical results are applied to the gap control problem of an attractive-type-magnetic levitation system and the effectiveness is proved by the implementation of digital control using 16 bits microcomputer.

Robust Decoupling Digital Control of Three-Phase Inverter for UPS (3상 UPS용 인버터의 강인한 비간섭 디지털제어)

  • Park, Jee-Ho;Heo, Tae-Won;Shin, Dong-Ryul;Roh, Tae-Kyun;Woo, Jung-In
    • The Transactions of the Korean Institute of Electrical Engineers B
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    • v.49 no.4
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    • pp.246-255
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    • 2000
  • This paper deals with a novel full digital control method of the three-phase PWM inverter for UPS. The voltage and current of output filter capacitor as state variables are the feedback control input. In addition, a double deadbeat control consisting of a d-q current minor loop and a d-q voltage major loop, both with precise decoupling, have been developed. The switching pulse width modulation based on SVM is adopted so that the capacitor current should be exactly equal to its reference current. In order to compensate the calculation time delay, the predictive control is achieved by the current·voltage observer. The load prediction is used to compensate the load disturbance by disturbance observer with deadbeat response. The experimental results show that the proposed system offers an output voltage with THD less than 2% at a full nonlinear load.

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Attitude Control of The Double Inverted Pendulum with Compliant Joint (순응성 관절을 갖는 2축 도립 진자의 자세 제어)

  • Jeon, Se-Joong;Yi, Keon-Young
    • Proceedings of the KIEE Conference
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    • 1999.07g
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    • pp.2983-2985
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    • 1999
  • This paper presents the attitude control of the double inverted pendulum with compliant joint. The biped robot with compliant ankle joint instead of a motor have a good contact between it's sole and ground in the uneven ground. The compliant ankle joint proposed here is composed of springs and mechanical constraint. The lower link is hinged on the plate to free for rotation in the vertical plate. The upper link is connected to the lower link through a DC motor. The DC motor is used to control the posture of the pendulum by adjusting the position of the upper link. The algorithm for controlling a proposed inverted pendulum is nonlinear feedback controller. Simulation with mathematical model are conducted to show the validity of the proposed controller.

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Study of Transient Control of Nonlinear Dynamically Induced Instabilities in Brillouin-Active Fiber (브릴루앙 산란에서 유발되는 비선형적인 불안정 현상에 대한 제어연구)

  • Kim, Yong-K.;Kim, Jin-Su;Park, Jae-Wan
    • Proceedings of the KIEE Conference
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    • 2004.11a
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    • pp.141-143
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    • 2004
  • In this present the transient control of SBS chaos induced instability in Brillouin-active fiber systems is described. The inherent optical feedback by the backscattered Stokes wave in optical fiber systems leads to instabilities in the form of optical chaos. At weak power, the nature of the Brillouin instability can occur at before threshold. At strong power, the temporal evolution above threshold is periodic and at higher intensity can become chaotic. Multistable periodic states, makes transition to logic 'on' or 'off'. It can make theoretically potential large memory capacity.

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A Nonlinear Speed Control for a Permanent Magnet Synchronous Motor Using a Simple Disturbance Estimation Technique (외란 관측기법을 이용한 영구자석형 동기전동기의 비선형 속도 제어)

  • Lee Na-Young;Kim Kyoung-Hwa;Yoon Myung-Joong
    • Proceedings of the KIPE Conference
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    • 2001.07a
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    • pp.381-384
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    • 2001
  • 본 논문에서는 간단한 외란 관측 기법을 이용한 영구자 석형 동기 전동기(Permanent Magnet Synchronous Motor: PMSM)의 비선형 속도 제어 기법이 제안된다. 피드백 선형화 (feedback linearization) 기법을 이용함으로써 비선형 요소가 효과적으로 제거되고 출력 오차 동특성을 선형 제어 기법에 기반 하여 설정할 수 있다. 그리고 파라미터 변동에 의한 비선형 외란을 제거하기 위해 본 논문에서는 외란 관측 기법을 이용한다. 제안한 관측기를 이용한 비선형 속도 제어 알고리즘이 파라미터 변동에 대해 강인한 제어 특성을 가짐을 시뮬레이션으로 확인하였다.

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Decentralised Static Output Feedback Controller Design for Continuous-time and Discrete-time Nonlinear Interconnected Systems (연속 시간과 이산 시간 비선형 상호 결합 시스템을 위한 분산 정적 출력 궤한 제어기 설계)

  • Koo, Geun-Bum;Joo, Young-Hoon;Park, Jin-Bae
    • Proceedings of the KIEE Conference
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    • 2007.07a
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    • pp.292-293
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    • 2007
  • 본 논문은 연속 시간과 이산 시간 비선형 상호 결합 시스템에 대한 분산 정적 출력 궤한 제어기의 설계에 대해 연구한다. 먼저 퍼지 모델 기법을 이용하여 비선형 상호 결합 시스템을 Takagi-Sugeno (T-S)퍼지 모델로 모델링한다. 각각의 하위 시스템에 대한 정적 출력 궤한 제어기를 병렬 분산 보상(PDC)기법을 이용하여 구한다. 선형 행렬 부등식(LMI)을 통하여 하위 시스템의 안정화를 위한 이득값을 구한다. 이득값을 통하여 하위 시스템들이 안정화되고 그를 통해 전체 상호 결합 시스템이 안정화됨을 모의실험을 통하여 증명한다.

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