• Title/Summary/Keyword: Filtered-x LMS Algorithm

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

  • 오시환;박영진
    • 제어로봇시스템학회:학술대회논문집
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    • 1996.10b
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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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Implementation of the adaptive ANC system improving robustness (강인성을 개선한 적응능동소음제어 시스템 구현)

  • Shin, Seung-Sik;Lee, Cheol-Ki;Oh, Hak-Jun;Koo, Choon-Keun;Chung, Chan-Soo
    • Proceedings of the KIEE Conference
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    • 1996.11a
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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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Analysis of Applicability of Active Noise Control (ANC) technique for Reducing Inter-Floor Noise in Apartment Buildings (공동주택 층간소음 저감을 위한 능동소음제어(ANC) 기술 적용가능성 분석)

  • Nam, Jin-Won;Kim, Ho-Jin;Kim, Jun-Hwan;Wee, Hyuk;Kim, Joong-Kwan
    • Journal of the Korea institute for structural maintenance and inspection
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    • v.26 no.5
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    • pp.49-56
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    • 2022
  • In this study, numerical simulations for reducing noise between floors in an apartment building was carried out using Active Noise Control (ANC) technology. In order to examine the feasibility of using ANC to reduce noise between floors, accelerometers and microphones for noise collection were installed in the inter-floor noise test facility to measure noise and vibration caused by the impact ball drop test. By using the measured data, Filtered-x Least Mean Square (Fx-LMS) algorithm-based ANC simulations were carried out. In the simulations, after deriving optimal simulation conditions including the adaptive control convergence coefficient, the noise reduction effect was analyzed through numerical simulations using the number of installed accelerometers and speakers as variables. Finally, it was confirmed that the noise between floors could be reduced using ANC technology under limited conditions.

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

  • Oh, Shi-Hwan;Park, Young-Jin
    • Proceedings of the Korean Society for Noise and Vibration Engineering Conference
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    • 2000.11a
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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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Characteristin Analysis of UPS Fan Noise Reduction by Multiple-Referedce/Multiple-Output FXLMS Algorithm (다중-레퍼런스/다중-출력 FXLMS 알고리즘에 의한 UPS 팬 소음저감 특성해석)

  • 이승요;조준석;최규하
    • The Transactions of the Korean Institute of Power Electronics
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    • v.4 no.6
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    • pp.589-600
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    • 1999
  • Audible noise of UPS(uninterruptible power supply) with small rated [Xlwer is usually generattxl by the c cooling fan‘ For active noise control for radiated noise of UPS, it is adequate to apply multiple-channel F FXLMS algorithm based on Filten어 x LM~longrightarrow algorithm. In this paper, to reduce the audible noise of UPS‘ Its m noise characteristics of UPS are an띠yzed and active noise control by using 이ffiMOClVlultiple- Reference/ M Multiple-Output) FXLMS algorithm is perf‘onned. Also, noise reduction characteristics are shown by computer S simulation and experimental results.

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

  • Kim, Yeung-Sik;Lee, Chul;Kim, In-Soo
    • Journal of KSNVE
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    • v.10 no.6
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    • pp.1048-1058
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    • 2000
  • Thipaper presents a methodology to suppress the vibration of thin rectangular plate clamped all edges using piezo-ceramic material as actuators and sensors. Dynamic characteristics of the structure bonded with distributed actuators/sensors are identified by the Multi-Input Multi-Output (MIMO) frequency domain modeling technique based on the experimental data. Hybrid control scheme is adopted and feedback controller is designed by LQG(Linear Quadratic Gaussian). Feedforward controller is adapted by multiple filtered -$x$ LMS(least mean square) algorithm. Experiment result demonstrates the effective reduction of the vibration label for both the transient and persistent external disturbances.

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

  • Moon, S.J.;Jung, H.J.;Shin, Y.H.;Jang, D.D.;Jeong, J.A.;Moon, Y.J.
    • Transactions of the Korean Society for Noise and Vibration Engineering
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    • v.21 no.1
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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.

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

  • 김홍섭;홍진석;오재응;송진호
    • Transactions of the Korean Society of Automotive Engineers
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    • v.6 no.1
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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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Active Noise Transmission Control Through a Panel Structure Using a Frequency Domain Identification Method (주파수 영역 모델 방법을 이용한 평판 구조물의 능동 소음전달 제어)

  • Kim, Yeung-Shik;Kim, In-Soo;Moon, Chan-Young
    • Journal of the Korean Society for Precision Engineering
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    • v.18 no.9
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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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Development of Active Noise Control System using DSP (DSP를 이용한 능동소음 제어시스템의 개발)

  • Kim, H.S.;Shin, J.;Oh, J.E.
    • Journal of the Korean Society for Precision Engineering
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    • v.11 no.1
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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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