• 제목/요약/키워드: Robust adaptive algorithm

검색결과 374건 처리시간 0.024초

3차원 합성 입체음향 환경에서의 음향반향제거기 (An Acoustic Echo Canceler under 3-Dimensional Synthetic Stereo Environments)

  • 김현태;박장식
    • 한국통신학회논문지
    • /
    • 제28권7A호
    • /
    • pp.520-528
    • /
    • 2003
  • 본 논문에서는 다자간 화상회의 시스템에서 합성 입체 음향을 재현하는 방법과 음향반향제거 방법을 제안한다. 합성 입체 음향은 HRTF(head related transfer function)을 이용하여 구현하고 반향제거를 위하여 주변잡음에 대하여 강건한 적응 알고리즘을 제안한다. 제안하는 알고리즘은 SMAP(set-membership affine projection)을 변형한 것으로 적응필터의 계수를 갱신할 때 입력신호와 추정오차신호의 상호상관을 입력신호의 자기상관 행렬과 투영 차수를 곱한 추정오차신호 전력의 합으로 정규화한다. 제안하는 적응알고리즘은 SMAP 알고리즘과 비교하여 투영차수와 주변잡음에 대하여 강건한 특성을 갖는다. 컴퓨터 시뮬레이션을 통해 제안하는 합성 입체음향 반향제거기의 성능이 효과적으로 반향을 제거할 수 있음을 보인다.

네트워크 반향제거를 위한 동시통화에 강인한 알고리듬의 추적 성능 개선 (Tracking Performance Improvement of the Double-Talk Robust Algorithm for Network Echo Cancellation)

  • 유재하
    • 한국인터넷방송통신학회논문지
    • /
    • 제12권1호
    • /
    • pp.195-200
    • /
    • 2012
  • 본 논문에서는 동시통화에 강인한 특성을 갖는 알고리즘의 추적성능을 개선시킬 수 있는 새로운 방법을 제안하였다. 반향경로의 변화를 검출하는 방법과 적응필터의 계수 적응식을 변경하는 방법을 제안하였다. 오차신호 대 스케일 파라메터의 비는 반향경로가 변화한 경우와 동시통화가 발생한 경우에 지속시간이 다른 특성을 가지며 이를 이용하여 반향경로 변화를 검출한다. 제안한 적응필터계수 적응식은 잘못된 오차신호선택을 방지하도록 하여 추적 성능을 개선시킨다. 실제 음성신호와 ITU-T G.168에서 제공하는 반향경로를 사용한 실험을 통하여 제안한 방법이 기존의 방법에 비해 4dB 이상 성능을 개선시킴을 확인하였다.

조립용 로봇의 가변구조 적응제어 (Variable Structure Adaptive Control of Assembling Robot)

  • 한성현
    • 한국공작기계학회:학술대회논문집
    • /
    • 한국공작기계학회 1997년도 춘계학술대회 논문집
    • /
    • pp.131-136
    • /
    • 1997
  • This paper represent the variable structure adaptive mode control technique which is new approach to implement the robust control of industrial robot manipulator with external disturbances and parameter uncertainties. Sliding mode control is a well-known technique for robust control of uncertain nonlinear systems. The robustness of sliding model controllers can be shown in contiuous time, but digital implementation may not preserve robustness properties because the sampling process limits the existence of a true sliding mode. the sampling process often forces the trajectory to oscillate in the neighborhood of the sliding surface. Adaptive control technique is particularly well-suited to robot manipulators where dynamic model is highly complex and may contain unknown parameters. Adaptive control algorithm is designed by using the principle of the model reference adaptive control method based upon the hyperstability theory. The proposed control scheme has a simple sturcture is computationally fast and does not require knowledge of the complex dynamic model or the parameter values of the manipulator or the payload. Simulation results show that the proposed method not only improves the performance of the system but also reduces the chattering problem of sliding mode control, Consequently, it is expected that the new adaptive sliding mode control algorithm will be suited for various practical applications of industrial robot control system.

  • PDF

3D 크레인 시스템 적응제어에 관한 연구 : 실시간 시뮬레이터 구현 (A Study on Adaptive Control of 3D Crane Systems : Implementation of a Real-time Simulator)

  • 송창환;조현철;이진우;이영진;이권순
    • 동력기계공학회지
    • /
    • 제12권6호
    • /
    • pp.36-41
    • /
    • 2008
  • A crane is very important mechanical systems in industrial applications to move huge objects. Especially, in marine port terminals, it is used to place container boxes at desired position within given operating time. However, such system is faced with environmental disturbance such as wind from the sea, thus crane control system is required to cope with this nature. This paper proposed robust and adaptive control algorithm of a complicated 3D crane against the environmental disturbance. We simplify a mathematical design procedure to derive our control algorithm. We conduct real-time experiment using a crane simulator to evaluate its superiority and reliability.

  • PDF

감독기능을 갖는 적응제어기 구성에 관한 연구 (A Study on the Design of Adaptive Controller with Supervision Function)

  • 이창구;권오형;황형수;김성중
    • 대한전기학회논문지
    • /
    • 제37권12호
    • /
    • pp.894-902
    • /
    • 1988
  • In this paper, a method for the design of robust adaptive controller using the heuristic rules of industrial engineers is presented. This scheme works on the basis of heuristic rules and includes a supervisor, a system identifier and a detuner. The supervisor detects onsetting instability based on the analysis of the amplitude and the trend of error signal, also selects running controllers. Upon detecting instability, the controller is switched to a PID algorithm and run recursively until stability is restored. Simultaneously, new input / output data is gathered and the system identifier runs to get critical sensitivity (kc) and critical period(tc). Based on the new values(kc, tc), a GPC controller is redesigned and normal GPC is finally run. The algorithm described in this paper belongs to the supervised adaptive control category with a limited use of heuristic rules. Finally, we show the robust of this scheme by simulated example.

  • PDF

비모형화 특성과 외란을 고려한 강인한 직접 적응제어기 설계에 관한 연구 (A Study on the Robust Direct Adaptive Controller Design in the presence of Unmodelled Dynamics and Disturbances)

  • 박관종;김응석;김홍필;양해원
    • 대한전기학회:학술대회논문집
    • /
    • 대한전기학회 1990년도 하계학술대회 논문집
    • /
    • pp.77-80
    • /
    • 1990
  • This paper presents a continuous-time robust direct adaptive algorithm in the presence of bounded disturbances and / or unmodeled dynamics. In the new algorithm, Narendra's adaptation law is adapted. And a term, proportional to the product of tracking error and normalizing signal, is added to the conventional control law. It is shown that the performance of the adaptive schemes is improved if a proportional adaptation tera is added to the control law. The scalar case is only discussed in the stability analysis. Computer simulation is presented to complement the theoretical result.

  • PDF

Robust Adaptive Control of Nonlinear Output Feedback Systems under Disturbance with Unknown Bounds

  • Y. H. Hwang;H. W. Yang;Kim, D. H.;Kim, D. W.;Kim, E. S.
    • 제어로봇시스템학회:학술대회논문집
    • /
    • 제어로봇시스템학회 2001년도 ICCAS
    • /
    • pp.37.2-37
    • /
    • 2001
  • This paper addresses the robust adaptive output feedback tracking for nonlinear systems under disturbances whose bounds are unknown. A new algorithm is proposed for estimation of unknown bounds and adaptive control of the uncertain nonlinear systems. The State estimation is solved using K-filters, together with the construction of a bound of an error in the state estimation due to the perturbation of the disturbance. Tuning functions are used to estimate unknown system parameters without overparametrization. The proposed control algorithm ensures that the out put tracking error converges to a residual set which can be arbitrarily small, while maintaining the boundedness of all other variables. A simulation shows the effectiveness of the proposed approach

  • PDF

퍼지 제어기의 강연성을 이용한 새로운 퍼지 적응 제어기의 설계 (A New Fuzzy Adaptive Controller Using the Robust Property of a Fuzzy of a Fuzzy Controller and Its Design Method)

  • 김승우;김은태;박민용
    • 전자공학회논문지B
    • /
    • 제30B권9호
    • /
    • pp.106-121
    • /
    • 1993
  • A New fuzzy adaptive controller which is able to solve the problems of classical adaptive controllers and conventional fuzzy adaptive controllers is suggested in this paper. The architecture of a fuzzy adaptive controller using the robust property of a fuzzy controller is explained. A design procedure which can be carried out mathematically and systematically from the model of an objective system is suggested, and related mathematical theorems and their proofs are also given. The performance of the proposed adaptive control algorithm is analyzed through a design example and a DC motor control simulation.

  • PDF

자기동조 적응제어기법에 의한 로봇 매니퓰레이터의 강인제어 (Robust Control of Robot Manipulator using Self-Tuning Adaptive Control)

  • 뱃길호
    • 한국공작기계학회:학술대회논문집
    • /
    • 한국공작기계학회 1996년도 추계학술대회 논문
    • /
    • pp.150-155
    • /
    • 1996
  • This paper presents a new approach to the design of self-tuning adaptive control system that is robust to the changing dynamic configuration as well as to the load variation factors using digital signal processors for robot manipulators. TMS3200C50 is used in implementing real-time adaptive control algorithms provide advanced performance for robot manipulator. In this paper an adaptive control scheme is proposed in order to design the pole-placement self-tuning controller which can reject the offset due to any load disturbance without a detailed description of robot dynamics. parameters of discrete-time difference model are estimated by the recursive least-square identification algorithm and controller parameters are detemined by the pole-placement method. Performance of self-tuning adaptive controller is illusrated by the simulation and experiment for a SCARA robot.

  • PDF

DSPs(TMS320C50)을 이용한 로봇 매니퓰레이터의 견실제어 (Robust Control of Robot Manipulator Based-on DSPs(TMS320C50))

  • 이우송;김종수;김홍래;한성현
    • 한국공작기계학회:학술대회논문집
    • /
    • 한국공작기계학회 2004년도 추계학술대회 논문집
    • /
    • pp.193-200
    • /
    • 2004
  • In this paper, it is presented a new scheme of adaptive-neuro control system to implement real-time control of robot manipulator. Unlike the well-established theory for the adaptive control of linear systems, there exists relatively little general theory for the adaptive control of nonlinear systems. Adaptive control technique is essential for providing a stable and robust performance for application of robot control. The proposed neuro control algorithm is one of learning a model based error back-propagation scheme using Lyapunov stability analysis method. Through simulation, the proposed adaptive-neuro control scheme is proved to be a efficient control technique for real-time control of robot system using DSPs.

  • PDF