• Title/Summary/Keyword: adaptive simulation

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A Study on the Autonomous Navigation of Mobile Robot using Adaptive Fuzzy Control (적응 퍼지 제어를 이용한 이동 로보트의 자율 주행에 관한 연구)

  • 오준섭;박진배최윤호
    • Proceedings of the IEEK Conference
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    • 1998.10a
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    • pp.433-436
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    • 1998
  • The objective of this paper is to design a adaptive fuzzy controller for autonomous navigation of mobile robot. The adaptive fuzzy controller has an advantage in data processing time and convergence speed. The basic idea of control is to induct membership function and fuzzy inference rules and to scale inducted membership function to suitable robot state. The adaptive fuzzy control method is applied to mobile robot and the simulation results show the effectiveness of our controller.

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Modified Adaptive Cluster Sampling Designs

  • Park, Jeong-Soo;Kim, Youn-Woo;Son, Chang-Kyoon
    • Communications for Statistical Applications and Methods
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    • v.14 no.1
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    • pp.57-69
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    • 2007
  • Adaptive cluster sampling design is known as a sampling method for rare clustered population. Three modified adaptive cluster sampling designs are proposed. The adjusted Hansen-Hurwitz estimator and the Horvitz-Thompson estimator are considered. Efficiency issue of the proposed sampling designs is discussed in a Monte-Carlo simulation study.

Adaptive Filter Design for Radar Aided SDINS (레이다 보정형 스트랩다운 관성항법시스템을 위한 적응필터 구성)

  • 유명종;박찬주;김현백
    • Journal of Institute of Control, Robotics and Systems
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    • v.9 no.6
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    • pp.420-424
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    • 2003
  • A new adaptive filter is proposed for an aided strapdown inertial navigation system(SDINS). The proposed filter can be used to effectively estimate the time-varying variance of the measurement noise. Then, the in-flight alignment for the radar aided SDINS is designed using the additive quatermion error model. Simulation results show that the proposed adaptive filter effectively improves the performance of the radar aided SDINS.

Adaptive Design of IIR Digital Filters Using Output Error Method with Adaptive Compensator (적응 보상기를 가지는 출력오차 방법을 이용한 IIR 다지탈 필터의 적응적 설계)

  • 배현덕;이종각
    • The Transactions of the Korean Institute of Electrical Engineers
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    • v.36 no.9
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    • pp.685-690
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    • 1987
  • Adaptive design of IIR digiral filters using equation error method has been studied. In this paper, a design technique of IIR digital filters using output error method with adaptive compensator is presented. In computer simulation results, it is shown that flat response characteristic in pass-band, below-40[dB] attenuation characteristic in stop-band, sharf cut-off characteristic in transition-band, and phase characteristic is linearin pass-band.

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Robust adaptive IMC controller for a class of nonminimum phase stochastic systems (비최소 위상 확률 시스템을 대상으로 한 견실한 적응 IMC 제어기)

  • 최종호;김호찬
    • 제어로봇시스템학회:학술대회논문집
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    • 1993.10a
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    • pp.139-144
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    • 1993
  • In this paper, a robust reduced order adaptive controller is proposed based on Internal Model Control(IMC) structure for stochastic linear stable systems. The concept of gain margin is utilized to make the adaptive IMC controller robust. We prove the stability of the proposed adaptive IMC system for stable plants under the assumption that upper bounds for system orders are known. Simulation results show that the proposed method has good performance and stability robustness.

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A study on the intelligent control of chaotic nonlinear systems using neural networks (신경 회로망을 이용한 혼돈 비선형 시스템의 지능 제어에 관한 연구)

  • 오기훈;주진만;박진배;최윤호
    • 제어로봇시스템학회:학술대회논문집
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    • 1996.10b
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    • pp.453-456
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    • 1996
  • In this paper, the direct adaptive control using neural networks is presented for the control of chaotic nonlinear systems. The direct adaptive control method has an advantage that the additional system identification procedure is not necessary. In order to evaluate the performance of our controller design method, two direct adaptive control methods are applied to a Duffing's equation and a Lorenz equation which are continuous-time chaotic systems. Our simulation results show the effectiveness of the controllers.

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Direct adaptive control of nonlinear robot dynamics

  • Nam, Kwang-Hee
    • 제어로봇시스템학회:학술대회논문집
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    • 1987.10a
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    • pp.870-875
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    • 1987
  • The payload variation and modeling error can lye parameterized in such a way that known nonlinear functions are multiplied linearly by parameter errors. An adaptive control algorithm is derived for a perturbed linear system with such parameterization. Hence, in this approach no linear approximation of robot system is needed for the application of an adaptive law. The stability of the adaptive control algorithm is established and also supported by a computer simulation result.

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Adaptive Immersion and Invariance Control of the Van der Pol Equation

  • Khovidhungij, Watcharapong;Santhanapipatkul, Ponesit
    • 제어로봇시스템학회:학술대회논문집
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    • 2005.06a
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    • pp.706-709
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    • 2005
  • We study the adaptive stabilization of the Van der Pol equation. A parameter update law is designed by the immersion and invariance method, and is used in conjunction with both the feedback linearization and backstepping control laws. Simulation results show that the responses obtained in the adaptive case are very similar to the known parameter case, and the parameter estimator converges to the true value.

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A study on the persistent excitation in adaptive system (적응계에서 지속여기에 관한 연구)

  • 금상호;이기서
    • 제어로봇시스템학회:학술대회논문집
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    • 1989.10a
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    • pp.483-488
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    • 1989
  • In this paper, the concept of persistent excitation(PE) is examed and the model reference adaptive control of a linear plant subjected to bounded disturbances is considered. Computer simulation reasults of nonlinear differential equations shows that the global behavior of the adaptive system depends upon the PE of the reference input as well as the amplitude of the external disturbances. The sufficient conditions on the PE of the reference input for the signals in the adaptive system to be globally bounded has been derived.

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A sturdy on centralized adaptive control of robot manipulator (로봇 매니플레이터의 집중 적응 제어에 관한 연구)

  • 박성기;홍규장;이상철;정찬수
    • 제어로봇시스템학회:학술대회논문집
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    • 1988.10a
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    • pp.45-49
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    • 1988
  • This paper presents a centralized adaptive control scheme based on perturbation equations in the vicinity of a desired trajectory,which are used to design a feedback control about the desired trajectory. This adaptive control scheme reduces the manipulator control problem from a nonlinear control to controlling a linear control system about a desried trajectory. Computer simulation studies of a two-joint manipulator are performed on a IBM-PC to illustrate the performance of this adaptive control scheme.

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