• 제목/요약/키워드: Filtered-x LMS algorithm

검색결과 123건 처리시간 0.028초

IIR 필터를 기저로 이용한 능동소음제어 알고리즘의 설계 기법 (Design of the ANC algorithm using IIR filter bases)

  • 오시환;박영진
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1996년도 한국자동제어학술회의논문집(국내학술편); 포항공과대학교, 포항; 24-26 Oct. 1996
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    • pp.445-448
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    • 1996
  • For a lightly damped system, IIR based filter can have better performance than FIR filter as an adaptive filter in ANC algorithm. IIR based filter which has an infinite impulse response can model a lightly damped acoustic system with a small number of weights compared that of FIR filter and has no nonlinearity and instability problems on weight updating process which are associated to the conventional IIR filters. There are, however, some drawbacks such as design parameters to be determined earlier to get better performance and much increased computational power especially in the presence of error path. In this study, base filter parameters are determined in systematic manner, with the knowledge of the nominal impulse response of the system which should be identified, by Prony's method. Three methods reducing the computational load are proposed and their performance and application limits are discussed. Simulation and experimental results demonstrate the feasibility of the proposed method.

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강인성을 개선한 적응능동소음제어 시스템 구현 (Implementation of the adaptive ANC system improving robustness)

  • 신승식;이철기;오학준;구춘근;정찬수
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 1996년도 추계학술대회 논문집 학회본부
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    • pp.55-57
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    • 1996
  • This paper presents an implementation of the adaptive ANC (Active Noise Control) system improving robustness. The system using the proposed algorithm shows a good performance of control, when the adaptive filter well does not work. We construct a real duct system and use DSP chip for experiment. Experimental results of the proposed algorithm prove the system to be superior than the conventional filtered-x LMS algorithm when the adaptive filter is out of order.

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공동주택 층간소음 저감을 위한 능동소음제어(ANC) 기술 적용가능성 분석 (Analysis of Applicability of Active Noise Control (ANC) technique for Reducing Inter-Floor Noise in Apartment Buildings)

  • 남진원;김호진;김준환;위혁;김중관
    • 한국구조물진단유지관리공학회 논문집
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    • 제26권5호
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    • pp.49-56
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    • 2022
  • 본 연구에서는 능동소음제어(ANC, Active Noise Control) 기술을 이용하여 공동주택의 층간소음을 저감시키는 시뮬레이션 기반 연구를 수행하였다. ANC의 층간소음 저감 활용 가능성을 검토하기 위하여 층간소음시험시설에서 가속도계와 소음 수집용 마이크로폰을 설치하여 임팩트볼 낙하에 의한 소음진동을 측정하여 Fx-LMS 알고리즘 기반의 능동소음제어 시뮬레이션을 수행하였다. 이 과정에서 적응제어 수렴계수 등의 최적 시뮬레이션 조건을 도출한 후 가속도계와 스피커 수량을 변수로 하는 수치 시뮬레이션을 통해 소음저감효과를 분석하여 제한된 조건에서 층간소음을 저감시킬 수 있는 것을 확인하였다.

능동 소음 및 진동 제어에 사용되는 강인안정한 하이브리드 제어기의 설계 (Design of robust stable hybrid controllers for active noise/vibration control)

  • 오시환;박영진
    • 한국소음진동공학회:학술대회논문집
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    • 한국소음진동공학회 2000년도 추계학술대회논문집
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    • pp.431-436
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    • 2000
  • Adaptive feed forward control algorithms based largely upon LMS approach have developed in recent two decades, and they have been widely applied to practical sound and vibration control problems in the case of the reference signal is available. Feedforward control can be applied only when reference signals can be measured or regenerated, while feedback controllers are used to reduce; sound and vibration when reference signals are not available. In recent years, hybrid control schemes in which adaptive feed forward controllers are combined with feedback ones have been studied based on simulations and experiments. The results have shown that the hybrid control may have better control performances in convergence speed and steady state error than the single control schemes. Hybrid control has the advantages of improving stability and performance as well as the disturbance rejection property. However, little effort has been made to the analysis or interpretation of hybrid control systems. In this study, we discussed the feedback controller effects on the stability of feed forward control algorithm in the presence of uncertain error path and a simple example showed that a stable feedback controller could make the feedforward controller unstable. A design criterion of feedback controllers is proposed in order to guarantee the stability of feedforward algorithms in the presence of error paths with uncertainties.

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다중-레퍼런스/다중-출력 FXLMS 알고리즘에 의한 UPS 팬 소음저감 특성해석 (Characteristin Analysis of UPS Fan Noise Reduction by Multiple-Referedce/Multiple-Output FXLMS Algorithm)

  • 이승요;조준석;최규하
    • 전력전자학회논문지
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    • 제4권6호
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    • pp.589-600
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    • 1999
  • 사무실에서 사용되는 소용량 무정전진원 장치(UPS : Uninterruptible Power Supply)는 대부분의 소음이 냉각팬을 통하여 발생되고 있는데, 이와 같이 장치의 여러 방향으로 방사되는 소음의 능동적 소음제어를 위해서는 FXLMS(Filtered-x LMS) 알고리즘에 기초를 둔 다중채널 방식의 FXLMS(multiple-channel FXLMS) 알고리즘의 사용이 적당하다. 본 논문에서는 사무실에서 주로 사용되는 소용량 UPS의 소음 발생 특성을 분석하고 다중채널 방식 MRMO(Multiple-Reference/Multiple-Output) FXLMS 알고리즘을 적용하여 방사상으로 전파되는 UPS의 소음을 저감시키기 위한 능동 소음 제어를 수행하고 이의 소음저감 특성을 고찰한다.

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압전 작동기/감지기를 이용한 평판의 혼합형 능동 진동제어 기술 (Hybrid Technique for Active Vibration Control of Plate using Piezoceramic Actuators/Sensors)

  • 김영식;이철;김인수
    • 소음진동
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    • 제10권6호
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    • pp.1048-1058
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    • 2000
  • 본 논문에서는 압전 세라믹 재료를 작동기 및 감지기로 이용한 사각 경계면이 고정된 얇은 사각평판의 능동 진동제어 방법을 제시한다. 실험 데이터에 기초한 다중 입출력계의 주파수영역 모델링방법을 이용하여 분포된 센서 및 구동기 특성이 포함된 구조물의 동적 특성이 규명된다. 제어기 구조로는 혼합형을 채택하고 되먹임 제어기는 LQG 제어기법에 의해 설계된다. 앞먹임 제어기는 다중 filtered-$x$ 최소자승오차법에 의해 적응되도록 한다. 진동제어에 대한 시뮬레이션 및 실험결과는 제안된 제어기법이 지속적 외란 및 과도적 외란에 효율적으로 적용될 수 있음을 보인다.

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공기스프링과 압전작동기를 결합한 복합형 미진동 방진마운트 시스템 개발 (Development of a Hybrid Mount System Combined Airspring with Piezostack Actuator for Microvibration)

  • 문석준;정형조;신윤호;장동두;정종안;문영종
    • 한국소음진동공학회논문집
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    • 제21권1호
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    • pp.56-65
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    • 2011
  • A new hybrid mount system is proposed for microvibration control in a high-tech factory. The mount consists of an airspring as a passive device and a piezostack actuator as an active device. The two devices are connected in series. Some numerical simulations and experimental tests are carried out to evaluate isolation performance of the mount system comprising of four proposed hybrid mounts. As a control logic, the specific algorithm is adopted for considering multiple target frequencies of excitation based on a Filtered-X LMS algorithm. The results are compared with isolation performance of the passive airspring mount system. It is confirmed that the proposed hybrid mount system has great performance on microvibration.

상용차 배기계에서 액티브 머플러를 이용한 배기 소음 제어 (Exhaust Noise Control with the Active Muffler in Exhaust System of Vehicle)

  • 김홍섭;홍진석;오재응;송진호
    • 한국자동차공학회논문집
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    • 제6권1호
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    • pp.36-42
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    • 1998
  • In this study, active muffler was designed and was manufactured for exhaust noise reduction of commercial vehicle, then experiment of real vehicle was conducted. In a manufactured active muffler, because the flow of exhaust noise in tail pope outlet are become a plane wave, the global reduction if radiation noise from outlet and the placement of error microphone to avoid the exhaust gas of high temperature could be implemented. In control algorithm, reduction of noise of engine driving frequency and harmonic frequency can be archieved using proposed reference signal including a fixed speed state(2,000rpm, 3,000rpm, 4,000rpm) and a run-up speed state(2,000rpm$\rightarrow$4,000rpm) is accomplished with the active muffler installed in vehicle.

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주파수 영역 모델 방법을 이용한 평판 구조물의 능동 소음전달 제어 (Active Noise Transmission Control Through a Panel Structure Using a Frequency Domain Identification Method)

  • 김영식;김인수;문찬영
    • 한국정밀공학회지
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    • 제18권9호
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    • pp.71-81
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    • 2001
  • This paper analyzes the effectiveness of minimizing vibration and sound transmission on/through a thin rectangular plate by both feedback control and hybrid control which combines adaptive feedforward control with a feedback loop. An experimental system identification technique using the matrix-fractional curve-fitting of the frequency response data is introduced for complex shaped structures. This identification technique reduces the model order o the MIMO(Multi-Input Multi-Output) system which simplifies the practical implementation. The adaptive feedforward control uses a Multiple filtered-x LMS(Least Mean Square) algorithm and the feedback control uses a multivariable digital LQG(Linear Quadratic Gaussian) algorithm. Experimental results show that an effective reduction of sound transmission is achieved by the hybrid control scheme when both vibration and noise measurement signals are incorporated in the controller.

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DSP를 이용한 능동소음 제어시스템의 개발 (Development of Active Noise Control System using DSP)

  • Kim, H.S.;Shin, J.;Oh, J.E.
    • 한국정밀공학회지
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    • 제11권1호
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    • pp.108-113
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    • 1994
  • Active noise control technique has superior performance in low frequency ranges(50 .approx. 400Hz) to the conventional passive noise control technique. For the feasibility of active noise control, it is required to develop a controller which can implement control algorithm on real-time. In this study, therefore, real-time controller is developed using TMS320c25, high speed digital processor. Unlike conventional DSP board of complete ADD ON type, it is possible for the developed controller to interface with the other computer system easily by series communication for the convenience of program development. Furthermore it is designes to be separated readily as a control device. Active noise control of duct system is implemented ti evaluate a performance of developed device. Active noise control of duct system is implemented to evaluate a performance of developed controller using filtered-x LMS algorithm.

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