• Title/Summary/Keyword: LMS알고리즘

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

  • Hojin, Kim;Joong-Kwan Kim;Junhwan Kim;Hyunsuk Kim;Hyuk Wee
    • Journal of Korean Society of Disaster and Security
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    • v.16 no.3
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    • pp.45-56
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    • 2023
  • In this study, the application of ANC (Active Noise Control) technology to address inter-floor noise was explored. To achieve this, an ANC system was developed to manage the heavy impact sound within the frequency range of 40 to 500 Hz. The ANC system utilized an adaptive filter employing a feedforward approach based on the Fx-LMS algorithm. To set up the ANC system, a comprehensive analysis of various variables within the system was performed using computational simulations. This process enabled the identification of optimal filter settings and system configuration arrangements. In addition, the ANC system was implemented in the inter-floor noise test room at the Korea Conformity Laboratories (KCL). Through a certified standard testing procedure, it was confirmed that the ANC system led to a 4 dB reduction in inter-floor noise when the system was activated compared to when it was turned off. The results of this study indicate that the developed ANC system has an effect significant enough to elevate the rating criteria by one level for heavy impact sound.

Design of a High-speed Decision Feedback Equalizer ASIC chip using the Constant-Modulus Algorithm (CMA 알고리즘을 이용한 고속 DFE 등화기의 ASIC 칩 설계)

  • 신대교;홍석희;선우명훈
    • Proceedings of the IEEK Conference
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    • 2000.06b
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    • pp.238-241
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    • 2000
  • This paper describes an equalizer using the DFE (Decision Feedback Equalizer) structure, CMA. (Constant Modulus Algorithm) and LMS (Least Mean Square) algorithms. We employ high speed multipliers, square logics and many CSAs (Carry Save Adder) for high speed operations. We have developed floating-point models and fixed-point models using the COSSAP$\^$TM/ CAD tool and developed VHDL models. We have peformed logic synthesis using the SYNOPSYS$\^$TM/ CAD tool and the SAMSUNG 0.5 $\mu\textrm{m}$ standard cell library (STD80). The total number of gates is about 130,000.

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The Convergence Speed Enhancement using a Cosine Modulated Filter Banks and a Decimation Technique (코사인 변조된 필터 뱅크와 Decimation을 이용한 수렴 속도 성능 개선)

  • Choi Chang-Kwon;Cho Byung-Mo
    • Proceedings of the Acoustical Society of Korea Conference
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    • autumn
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    • pp.193-196
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    • 1999
  • 본 논문은 음향 임펄스를 모델링하는데 코사인 변조된 필터 뱅크와 Decimation을 이용하여 수렴 속도를 개선하는 방법을 제안하고 이를 잡음제거에 응용하였다. 제안된 구조는 입력신호를 필터뱅크를 이용하여 각 서브밴드로 분할한 후 필터 입력신호의 고유벡터의 최대값과 최소값의 비를 줄이고 필터의 탭수를 줄이기 위해서 decimation을 행한다. 그리고 서브밴드대역의 샘플링 주파수를 낮추어 신호 스펙트럼을 확장시켜 이를 적응필터에 입력하여 수렴속도를 향상시켰다. 실험 결과, Colored잡음의 경우 LMS 알고리즘보다 제안된 방법이 MSE(Mean Square Error)는 좋지는 않았다. 실제 음향시스템의 모델링에는 거의 같은 MSE을 갖으며, 수렴 속도에는 모두 빠른 성능을 보였으며, 이를 음질향상에 적용하여 향상된 음질을 얻을 수 있었다.

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Improvement of active nose control in vehicle interior using a RLS algorithm (RLS 알고리즘을 이용한 승용차 내 능동소음제어의 개선)

  • 김영욱;이윤희;김기두
    • Journal of the Korean Institute of Telematics and Electronics S
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    • v.34S no.12
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    • pp.106-113
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    • 1997
  • While driving, the low frequency interior noise below 200Hz causes the main component that irritates the auditory acoustic sense. But these passive control methods bring out increment in cost and weight of the vehicle and result in low efficiency. Recently, various ANC(Active Noise Control) methos to suppress the low frequency noise began to launch into application. In this study, we implemented the active noise control system for passenger vehicle to cancel the engine booming noise using DSP-based control unit, 4 micorphones, and 2 speakers. We used MEFX-LMS (Multiple Error Filtered X-Least Mean Square) algorithm since it can be easily implemented in real time. Also, MEFX-RLS algorithm was taken to enhance the suppression of the harmonic components of the engine booming noise inspite of its computational complexity. The performance of two adaptive algorithms were analyzed with experimental resutls.

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On the Performance of Interference Excision Scheme using Multiple Adaptive Filter Banks in Spread Spectrum Communication Systems (대역확산 통신시스템에서 다중 적응 필터 뱅크를 이용한 간섭신호 제거 시스템 성능 분석)

  • 박재오;이정재
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.4 no.3
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    • pp.653-660
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    • 2000
  • In this paper, an adaptive interference excision scheme with multiple adaptive filter bank using an adaptive algorithm is proposed. This scheme suppresses interference in the wavelet packet transform domain for the direct spread spectrum communication systems. Using the Monte-Carlo simulation, we analyze the performance of the direct spread spectrum communication systems with this excision scheme using LMS and RLS adaptive algorithms in AWGN and interference channel.

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Reduction of Interior Noise for KTX in Tunnels Using Active Noise Control Techniques (능동소음제어기법을 이용한 고속철도 터널소음제어)

  • Nam, Hyun-Do;Ahn, Dong-Jun;Choi, Young-Hoon
    • Proceedings of the KIEE Conference
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    • 2009.07a
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    • pp.1927_1928
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    • 2009
  • 한국철도공사의 조사에 의하면 KTX 이용 시 승객들이 느끼는 가장 불편한 점 중에 하나로 소음문제를 지적하고 있다. 특히 한국은 프랑스 등 유럽 국가와 달리 터널 구간이 차지하는 비중이 높아 터널 구간에서의 소음이 심각한 문제가 되고 있다. 본 연구에서는 KTX 터널 구간 운행 시 발생하는 소음을 능동소음제어 기법으로 제어하는 가능성을 알아보기 위하여 안정도가 강화된 IIR LMS 알고리즘을 이용하여 KTX 소음을 저감하는 능동소음제어시스템을 제안하고, 이를 이용하여 직접 측정된 KTX 소음을 제어하는 컴퓨터 시뮬레이션을 수행하였다.

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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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Narrow Band Interference Canceller Algorithm robust to Impulsive Interference in MC-CDMA System (MC-CDMA 환경에서 임펄스 간섭에 강한 협대역 간섭제거 알고리즘)

  • 이영용;최성규;최형진
    • Proceedings of the IEEK Conference
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    • 1999.11a
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    • pp.5-8
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    • 1999
  • In this paper, we present narrowband interference (NBI) cancelling algorithm applied to wideband spread spectrum system. We introduce multi-carrier transmission technique to overcome hardware inplementation difficulty of wideband spreading above 40MHz and to enhance NBI performance. A direct-sequence spread spectrum receiver using both decision-feedback and two sided LMS filters for combating narrowband interference is applied. We show that performance of this receiver outperforms conventional NBI rejection systems in tone jamming, partial band jamming, and impulsive channel through the bit error ratio evaluation. In addition, we propose a new technique to improve the performance of time domain NBI rejection algorithm sensitive to impulsive channel.

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Initialization of Secondary Path for Fast Convergence of Active Noise Control (ANC의 빠른 수렴을 위한 2차 경로 초기화 기술)

  • Kim, Ki-Jun;Jang, Woo-Jin;Shin, Seong-Hyeon;Youn, Ho-Won;Park, Hochong
    • Proceedings of the Korean Society of Broadcast Engineers Conference
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    • 2015.07a
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    • pp.1-2
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    • 2015
  • 본 논문에서는 ANC 시스템의 빠른 수렴을 위하여 2차 경로 필터를 초기화하는 방법을 제안한다. 대부분의 ANC 시스템에서는 2차 경로 필터를 설계하기 위하여 LMS 알고리즘을 사용한다. 그러나 기존의 방법들은 2차 경로 필터의 초기 계수 값을 0으로 설정하기 때문에 필터의 수렴 시간이 길어진다. 이를 해결하기 위하여 본 논문에서는 미리 구한 계수 값을 2차 경로 필터의 초기값으로 설정하여 필터의 수렴 시간을 줄이는 방법을 제안한다. 제안한 방법을 사용하면 2차 경로 필터의 초기 단계부터 에러가 작게 나타내며, 이에 따라 ANC 시스템의 수렴이 빨라진다. 상용 헤드셋을 이용하여 제안하는 방법을 실험하였으며, 기존 방법보다 빠르게 ANC 시스템이 수렴하는 것을 확인하였다.

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Measurement of Distortion Level of Loudspeaker using Adaptive Filter Algorithm (적응필터 알고리즘을 이용한 스피커의 왜곡율 측정)

  • Kim, Cheon-Deok;Ji, Seok-Geun
    • Journal of the Korean Society of Fisheries and Ocean Technology
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    • v.30 no.2
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    • pp.125-131
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    • 1994
  • This paper describes a method to measure the distortion level of loudspeaker using a LMS(Least Mean Square) adaptive filter. Conventional technique to measure the distortion level uses a band-pass filter with a sharp cut-off frequency characteristics. However. such the band-pass filter has a bed time response characteristics. On the other hand, the proposed method offers us an easy way to measure the specified harmonic distortion level with a small hardware. Moreover, our method is not affected by noise which has no correlation with the test signal, and the measurement can be carried out in a noisy environment. The effectiveness of the proposed method is confirmed by experiment using a loudspeaker in a noisy room.

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