• 제목/요약/키워드: Nonlinear Simulation

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음성 향상을 위한 NPHMM을 갖는 IMM 알고리즘 (IMM Algorithm with NPHMM for Speech Enhancement)

  • 이기용
    • 음성과학
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    • 제11권4호
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    • pp.53-66
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    • 2004
  • The nonlinear speech enhancement method with interactive parallel-extended Kalman filter is applied to speech contaminated by additive white noise. To represent the nonlinear and nonstationary nature of speech. we assume that speech is the output of a nonlinear prediction HMM (NPHMM) combining both neural network and HMM. The NPHMM is a nonlinear autoregressive process whose time-varying parameters are controlled by a hidden Markov chain. The simulation results shows that the proposed method offers better performance gains relative to the previous results [6] with slightly increased complexity.

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인터넷 신경제의 디지털디바이드 시뮬레이션 (Simulation of Digital Divide in Internet New Economy)

  • 박성주
    • 한국시뮬레이션학회:학술대회논문집
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    • 한국시뮬레이션학회 2001년도 춘계 학술대회 논문집
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    • pp.54-54
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    • 2001
  • 인터넷으로 비롯된 신경제의 큰 특징중의 하나는 계층간의 격차 (Digital Divide)이다. 이러한 계층간의 격차는 인터넷의 특성인 Winner-takes-all 현상에 의해 일어나며 이는 확률적으로 Nonlinear Polya Game을 따르는 것으로 알려져 있다. 본 논문에서는 다양한 가정하에서 Nonlinear Polya Game의 행태를 분석해 보고 Digital Divide를 최소화시키거나 제거할 수 있는 방안을 모색해 보고자 한다. 또한 이러한 분석의 경제적이고 정책적인 의미를 제시해 보고자 한다.

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모듈라 설계기법에 의한 적응 비서형 제어 (Adaptive nonlinear control with modular design)

  • 현근호;양해원
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1997년도 한국자동제어학술회의논문집; 한국전력공사 서울연수원; 17-18 Oct. 1997
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    • pp.633-635
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    • 1997
  • In this paper we present a scheme of adaptive backstepping controller for nonlinear system. Backstepping approach has recently been adopted as a design tool for nonlinear control and especially backstepping with modular design used to seperately design controller and identifier. In the modular design the nonlinear damping term is contained in controller for input-to-state stability (ISS). We compare the ISS controller, which used in general case, with the weak-ISS controller that attenuates the effect of nonlinear damping term and prove their advantages and disadvantages by simulation.

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웨이브렛 신경회로망을 이용한 비선형 적응 제어기 설계 (Design of Nonlinear Adaptive Controller using Wavelet Neural Network)

  • 정경권;김주웅;엄기환;정성부;김한웅
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 2001년도 하계종합학술대회 논문집(3)
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    • pp.17-20
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    • 2001
  • In this paper, we design a nonlinear adaptive controller using wavelet neural network. The method proposed in this paper performs for a nonlinear system with unknown parameters, identification with using a wavelet neural network, and then a nonlinear adaptive controller is designed with those identified informations. The advantage of the proposed control method is simple to design a controller for unknown nonlinear systems, because we use the identified informations and design parameters are positioned within a negative real part of s-plane. The simulation results showed the effectiveness of proposed controller design method.

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유연한 관절 로보트에 대한 비선형 관측기 (Nonlinear observer for flexible joint robots)

  • 김윤재;임규만;함철주;함운철
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1993년도 한국자동제어학술회의논문집(국내학술편); Seoul National University, Seoul; 20-22 Oct. 1993
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    • pp.648-653
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    • 1993
  • This paper presents an nonlinear observer scheme for flexible joint robot manipulators. This nonlinear observer scheme is based on the sliding mode method. Sliding controllers have recently been shown to feature excellent robustness and performance properties for specific classes of nonlinear tracking problems. Dynamic equations of flexible joint robot manipulators are derived from the Euler-Lagrange equations by forming the corresponding Lagrangian. Simulation results are presented to show the validness of the proposed nonlinear observer scheme.

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시간지연 제어를 이용한 영구자석형 동기전동기의 개선된 비선형 속도제어 (Improved Nonlinear Speed Control of PM Synchronous Motor using Time Delay Control)

  • 백인철
    • 전력전자학회:학술대회논문집
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    • 전력전자학회 1998년도 전력전자학술대회 논문집
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    • pp.299-304
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    • 1998
  • An improved nonlinear speed control of a permanent magnet synchronous motor(PMSM) is presented. A quasi-linearized and decoupled model including the influence of parameter variations and speed measurement error on the nonlinear speed control of a PMSM is derived. Using this model, to overcome the drawbacks of conventional nonlinear control scheme, the improved nonlinear control scheme that employs time delay control(TDC) is proposed. To show the validity of the proposed control scheme, simulation studies are carried out and compared with the conventional control scheme.

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볼빔에 대한 비선형 제어기 및 관측기 설계 (Nonlinear Controller and Observer Design for Ball and Beam)

  • 임규만
    • 융합신호처리학회 학술대회논문집
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    • 한국신호처리시스템학회 2001년도 하계 학술대회 논문집(KISPS SUMMER CONFERENCE 2001
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    • pp.125-128
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    • 2001
  • In this paper, We proposed the nonlinear controller and observer design for a ball and beam system. Unfortunately, for the ball and beam system, the control coefficient is zero whenever the angular velocity or ball position are zero. Therefore, the relative degree of the ball and beam system is not well defined. The presented the nonlinear controller and observer design is based on the approximation input-output feedback linearization. And we verified that the proposed nonlinear controller and observer scheme is the feasible through a computer simulation.

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비선형 시스템의 계수추정 알고리즘 연구 (A Study on the Parameter Estimation Algorithm for Nonlinear Systems)

  • 이달호;성상만
    • 대한전기학회논문지:전력기술부문A
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    • 제48권7호
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    • pp.898-902
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    • 1999
  • In this paper, we proposed an algorithm for estimating parameters of nonlinear continuous-discrete state-space system. This algorithm uses the conventional extended Kalman filter(EKF) for estimating state variables, and modifies the recursive prediction error method for parameter estimation of the nonlinear system. Simulation results for both linear and nonlinear measurements under the environment of process and measurement noises show a convincing performance of the proposed algorithm.

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VEHICLE DYNAMIC SIMULATION USING A NONLINEAR FINITE ELEMENT ANALYSIS CODE

  • Yu, Y.S.;Cho, K.Z.;Chyun, I.B.
    • International Journal of Automotive Technology
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    • 제6권1호
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    • pp.29-35
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    • 2005
  • The structural integrity of either a passenger car or a light truck is one of the basic requirements for a full vehicle engineering and development program. The results of the vehicle product performance are measured in terms of ride and handling, durability, Noise/Vibration/Harshness (NVH), crashworthiness, and occupant safety. The level of performance of a vehicle directly affects the marketability, profitability and, most importantly, the future of the automobile manufacturer. In this study, the Virtual Proving Ground (VPG) approach has been developed to simulate dynamic nonlinear events as applied to automotive ride & handling. The finite element analysis technique provides a unique method to create and analyze vehicle system models, capable of including vehicle suspensions, powertrains, and body structures in a single simulation. Through the development of this methodology, event-based simulations of vehicle performance over a given three-dimensional road surface can be performed. To verify the predicted dynamic results, a single lane change test was performed. The predicted results were compared with the experimental test results, and the feasibility of the integrated CAE analysis methodology was verified.

기동오차 개념을 이용한 임의형상 비행궤적 추종을 위한 유도법칙에 관한 연구 (Expected Miss Distance Concept and Its Applications to Aircraft Guidance Law for Arbitrary Flight Trajectory Tracking)

  • 민병문;노태수
    • 제어로봇시스템학회논문지
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    • 제9권6호
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    • pp.478-488
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    • 2003
  • A guidance scheme that is suitable for controlling the aircraft flight path is proposed. The concept of miss distance which is commonly used in the missile guidance laws, and Lyapunov stability theorem are effectively combined to obtain the aircraft's trajectory-tracking guidance law. Guidance commands are given in terms of speed and flight path angles, but they perfectly reflect any position and velocity errors between real aircraft trajectory and reference one. The proposed guidance law is easily integrated into the existing flight control system. The new guidance law was extensively tested with various mission scenarios and the fully nonlinear 6-DOF aircraft model. Furthermore, the new guidance law was compared with previous guidance schemes in nonlinear simulation. Results from the numerical simulation show that the proposed guidance law yields better performance than previous ones.