• 제목/요약/키워드: FxLMS

검색결과 35건 처리시간 0.025초

Duct ANC 시스템에서 2차음원 방향별 소음감소효과 (An attenuation effect of noise according to the direction of secondary sound source in duct ANC system)

  • 이형석;이응석
    • 한국소음진동공학회:학술대회논문집
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    • 한국소음진동공학회 2008년도 추계학술대회논문집
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    • pp.497-502
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    • 2008
  • In this paper, we studied on an attenuation effect of automobile exhaust noise according to the direction of secondary sound source in duct ANC system. Automobile exhaust noise was recorded at 800rpm. 3500rpm and 5000rpm of a diesel engine. Directions of loudspeaker(second sound source) can be exchanged to $30^{\circ}$, $90^{\circ}$ and $150^{\circ}$ against the primary noise flow by acrylic ducts to be made for experimentation. DSP board with TMS320C6416 chip of Texas Instrument Co used to control adaptive ANC system. This ANC system is based on the single-channel FxLMS algorithm. In experiment result, when the loud speaker direction was $150^{\circ}$, the attenuation effect showed largely. In case of $90^{\circ}$ duct, the noise was a little increased. In case of $30^{\circ}$ duct, the noise was a little increased or decreased according to the frequency range and the sound pressure(dB) of exhaust noise to comply with engine rpm.

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능동 소음 제어 시스템의 2차 경로 비선형 특성을 보상하기 위한 적응 비선형 Filtered-X Least Mean Square (FX-LMS) 알고리듬 (A Nonlinear Filtered-X LMS Algorithm for the Nonlinear Compensation of the Secondary Path in Active Noise Control)

  • 정인석;김덕호;남상원
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2004년도 학술대회 논문집 정보 및 제어부문
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    • pp.565-567
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    • 2004
  • In active noise control (ANC) systems, the convergence behavior of the conventional Filtered-X Least Mean Square (FXLMS) algorithm may be affected by nonlinear distortions in the secondary path (e.g., in the power amplifiers, loudspeakers, transducers, etc.), which may lead to degradation of the error-reduction performance of the ANC systems. In this paper, a stable FXLMS algorithm with fast convergence is proposed to compensate for undesirable nonlinear distortions in the secondary-path of ANC systems by employing the Volterra filtering approach. In particular, the proposed approach is based on the utilization of the conventional P-th order inverse approach to nonlinearity compensation in the secondary path of ANC systems. Finally, the simulation results showed that the proposed approach yields a better convergence behavior In the nonlinear ANC systems than the conventional FXLMS.

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비최소위상 상쇄계를 가진 시스템을 위한 주기소음의 적응 역 궤환 제어 (Adaptive inverse feedback control of periodic noise for systems with nonminimum phase cancellation path)

  • 김선민;박영진
    • 한국소음진동공학회:학술대회논문집
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    • 한국소음진동공학회 2000년도 추계학술대회논문집
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    • pp.437-442
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    • 2000
  • An alternative inverse feedback structure for adaptive active control of periodic noise is introduced for systems with nonminimum phase cancellation path. To obtain the inverse model of the nonminimum phase cancellation path, the cancellation path model can be factorized into a minimum phase term and a maximum phase term. The maximum phase term containing unstable zeros makes the inverse model unstable. To avoid the instability, we alter the inverse model of the maximum phase system into an anti-causal FIR one. An LMS predictor estimates the future samples of the noise, which are necessary for causality of both anti-causal FIR approximation for the stable inverse of the maximum phase system and time-delay existing in the cancellation path. The proposed method has a faster convergence behavior and a better transient response than the conventional FX-LMS algorithms with the same internal model control structure since a filtered reference signal is not required. We compare the proposed methods with the conventional methods through simulation studies.

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좌석의 정음공간 형성을 위한 가상마이크로폰 기반 능동음향제어 기법 연구 (Active Sound Control Approach Using Virtual Microphones for Formation of Quiet Zones at a Chair)

  • 유석훈;김제관;이영섭
    • 한국소음진동공학회논문집
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    • 제25권9호
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    • pp.628-636
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    • 2015
  • In this study, theoretical and experimental analyses were performed for creating and moving the zone of quiet(ZoQ) to the ear location of a sitter by using active sound control technique. As the ZoQ is actively created at the location of the error microphone basically with an active sound control system using an algorithm such as the filtered-x least mean square(FxLMS), the virtual microphone control(VMC) method was considered to move the location of the ZoQ to around the sitter`s ear. A chair system with microphones and loudspeakers on both sides was manufactured for the experiment and thus an active headrest against the swept narrowband noise as the primary noise was implemented with a real-time controller in which the VMC algorithm was embedded. After the control experiment with and without the VMC method, the location variation of the ZoQ by analyzing the error signals measured by the error and the virtual microphones. Therefore, it is observed that the FxLMS with the VMC technique can provide the re-location of the ZoQ from the error microphone location to the virtual microphone location. Also it is found that the amount of the attenuation difference between the two locations was small.

능동 충격성 소음 제어를 위한 향상된 수렴 속도를 가지는 Filtered-x 인접 투사 부호 알고리즘 (A Filtered-x Affine Projection Sign Algorithm with Improved Convergence Rate for Active Impulsive Noise Control)

  • 이은종;김정래;정익주
    • 한국음향학회지
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    • 제34권2호
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    • pp.130-137
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    • 2015
  • 본 논문에서는 충격성 소음의 능동 제어를 위해 제안된 Modified Filtered-x Affine Projection Sign Algorithm(MFxAPSA)의 수렴 속도를 향상시키기 위한 새로운 MFxAPSA를 제안하였다. 능동 소음 제어에서 소음원이 충격성 잡음을 포함하는 경우, 무한한 크기의 분산을 갖으려는 성질 때문에 Filtered-x affine Projection Sign Algorithm(FxLMS)와 같이 2차 모멘트를 기반으로 유도된 적응 알고리즘들은 수렴 속도가 매우 느리거나 발산하는 경향이 있다. MFxAPSA는 기존에 제안된 Affine Projection Sign Algorithm(APSA)을 능동 충격성 소음 제어에 적용한 알고리즘이다. APSA은 역행렬 연산을 요구하지 않는다는 장점으로 인해 낮은 연산량을 요구하는 능동 소음 제어에 적합하다. 본 논문에서는 기존의 MFxAPSA와 같이 역행렬 연산을 요구하지 않으면서 더 좋은 수렴 특성을 가지는 새로운 MFxAPSA를 제안하였다. 두 알고리즘의 성능을 비교하는 컴퓨터 모의 실험을 수행하여 제안된 알고리즘의 수렴 특성이 더 좋음을 보였다.

능동소음제어 기술을 이용한 층간소음 저감효과 분석 (Analysis of Reduction Effect of Inter-Floor Noise Using Active Noise Control (ANC) Technique)

  • 김호진;김중관;김준환;김현석;위혁
    • 한국방재안전학회논문집
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    • 제16권3호
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    • pp.45-56
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    • 2023
  • 본 연구에서는 능동소음제어(ANC) 기술을 층간소음 분야에 적용하기 위하여 40~500 Hz 대역의 중량충격음을 제어하기 위한 ANC 시스템을 구성하였다. ANC 시스템에는 Fx-LMS 알고리즘 기반의 적응형 필터를 활용한 피드포워드 방식의 제어기술을 도입하였다. ANC 시스템 설정을 위해 가상 시뮬레이션을 통해 ANC를 구성하는 변수 연구를 실시하였고, 이를 통해 최적 필터와 시스템 배치 방법을 정립하였다. 또한 본 연구에는 개발된 ANC 시스템을 한국건설생활시험연구원(KCL)의 층간소음 시험실에 설치한 후 표준시험방법에 따라 ANC 시스템 구동 전후 4 dB의 층간소음 저감효과를 확인하였다. 시험결과를 통해 본 연구에서 개발한 ANC 시스템이 중량충격음에 대한 등급 기준을 한 단계를 상향시킬 수 있는 수준의 효과가 있음을 확인하였다.

Duct ANC System에서 부가음원 방향별 소음감소효과 (Noise Attenuation Effect According to the Direction of Secondary Sound Source in Duct ANC System)

  • 이응석;이형석
    • 한국소음진동공학회논문집
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    • 제19권3호
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    • pp.251-260
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    • 2009
  • In this paper, we studied on an attenuation effect of automobile exhaust noise according to the direction of canceling speaker in ANC system. Automobile exhaust noise was recorded at 800 rpm, 3500 rpm and 5000 rpm of a diesel engine. Directions of canceling speaker can be set to $30^{\circ}$, $90^{\circ}$ and $150^{\circ}$ against the primary noise flow by acrylic ducts to be made for the experimentation. DSP board with TMS320C6416 chip of Texas Instrument Co. used to control the ANC system. The algorithm of this ANC system applied the Filtered-x-LMS algorithm that is modified to compensate for a property of DSP input signal and the secondary-path effect. As an experiment result, the direction of canceling speaker was proved to influence the reduction effect of noise. The $150^{\circ}$ duct in the attenuation effect of noise showed a better result than the $90^{\circ}$ or $30^{\circ}$ duct.

Evaluation of low cost electret microphone performances for active noise control barriers

  • Troshin, Andrey G.;Cha, Sang-Gon;Kim, Dong-Hwan;Shin, Eun-Woo
    • 한국소음진동공학회:학술대회논문집
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    • 한국소음진동공학회 2011년도 추계학술대회 논문집
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    • pp.115-119
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    • 2011
  • Instead of very expensive sound record and professional measurement microphones the low cost Surface Mounted Device (SMD) microphones are proposed for practical barrier ANC system. FRF of the microphones and theirs sensitivity to the wind interferences are evaluated in semi anechoic chamber. The improvement of feedforward algorithm noise reduction index was evaluated based on measured coherence function between tested SMD and reference microphone. Test was performed at various wind speed from 1 m/s to 5 m/s.

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단일칩 능동 소음 제어기 및 평가 시스템 개발 (Development of A Single-Chip Active Noise Controller And Its Evaluation System)

  • 정익주
    • 대한임베디드공학회논문지
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    • 제16권6호
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    • pp.241-246
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    • 2021
  • In this paper, we developed the evaluation system for the active noise control so that the algorithms can be easily evaluated in real-time on the system. We implemented the active noise controller based on a single-chip with only additional op-amps for signal conditioning because the TMS320C280049 MCU includes almost all necessary peripherals for the active noise controller. Due to the difficulty in testing algorithms on embedded-type hardware unlike in computer simulation, we also developed GUI-based evaluation software which makes it simple to test algorithms on the hardware. Using the GUI software, we can optimize the parameters of the algorithms with ease in a specific noise environment because the parameters can be adjusted in real-time when the algorithm is running on the hardware.

능동 진동 제어 시스템을 이용한 UH-60A 헬리콥터 기체의 진동 감소 시뮬레이션 (Vibration Reduction Simulation of UH-60A Helicopter Airframe Using Active Vibration Control System)

  • 이예린;김도영;김도형;홍성부;박재상
    • 한국항공우주학회지
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    • 제48권6호
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    • pp.443-453
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    • 2020
  • 대표적인 기동 헬리콥터인 UH-60A의 기체 진동응답을 감소시키고자 능동 진동 제어 시스템(Active Vibration Control System, AVCS)을 이용한 시뮬레이션 연구를 수행하였다. 로터 진동 하중, 기체 구조 동역학 모델링, 진동응답 해석 및 진동 제어 시뮬레이션 연구를 수행하기 위하여 DYMORE II, NDARC, MSC.NASTRAN 및 MATLAB Simulink 등의 다양한 해석, 설계 및 제어 프로그램들을 함께 사용하였다. 5개의 CRFG와 7개의 가속도계로 이루어진 Multi Input Multi Output(MIMO) 모델을 AVCS 시뮬레이션 연구에 이용하였다. 본 시뮬레이션 연구를 통하여 진동이 극심한 158knots의 비행속도에서 UH-60A의 주요 위치(조종석, 로터와 기체의 접합부, 중앙 승객실 및 후방 승객실) 위치에서 AVCS의 사용으로 인하여 4/rev 기체 진동응답이 25.14~96.05%만큼 감소될 수 있었다.