• 제목/요약/키워드: Relative convergence

검색결과 658건 처리시간 0.024초

The Filtered-x Least Mean Fourth Algorithm for Active Noise Cancellation and Its Convergence Behavior

  • Lee, Kang-Seung
    • 한국통신학회논문지
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    • 제26권12A호
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    • pp.2050-2058
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    • 2001
  • In this paper, we propose the filtered-x least mean fourth (LMF) algorithm where the error raised to the power of four is minimized and analyze its convergence behavior for a multiple sinusoidal acoustic noise and Gaussian measurement noise. Application of the filtered-x LMF adaptive filter to active noise cancellation (ANC) requires estimating of the transfer characteristic of the acoustic path between the output and error signal of the adaptive controller. The results of 7he convergence analysis of the filtered-x LMF algorithm indicates that the effects of the parameter estimation inaccuracy on the convergence behavior of the algorithm are characterized by two distinct components : Phase estimation error and estimated gain. In particular, the convergence is shown to be strongly affected by the accuracy of the phase response estimate. Also, we newly show that convergence behavior can differ depending on the relative sizes of the Gaussian measurement noise and convergence constant.

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The Filtered-x Least Mean Fourth Algorithm for Active Noise Control and Its Convergence Analysis

  • Lee, Kang-Seung;Youn, Dae-Hee
    • The Journal of the Acoustical Society of Korea
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    • 제15권3E호
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    • pp.66-73
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    • 1996
  • In this paper, we propose the filtered-x least mean fourth (LMF) algorithm where the error raised to the power of four is minimized and analyze its convergence behavior for a multiple sinusoidal acoustic noise and Gaussian measurement noise. Application of the filtered-x LMF adaptive filter to active noise control(ANC) requires estimating of the transfer characteristic of the acoustic path between the output and error signal of the adaptive controller. The results of the convergence analysis of the filtered-x LMF algorithm indicates that the effects of the parameter estimation inaccuracy on the convergence behavior of the algorithm are characterized by two distinct components : Phase estimation error and estimated gain. In particular, the convergence is shown to be strongly affected by the accuracy of the phase response estimate. Also, we newly show that convergence behavior can differ depending on the relative sizes of the Gaussian measurement noise and convergence constant.

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능동 소음 제어를 위한 Filtered-x 최소평균사승 알고리듬 및 수렴 특성에 관한 연구 (The Filtered-x Least Mean Fourth Algorithm for Active Noise Control and Its Convergence Analysis)

  • 이강승;이재천;윤대희
    • 전자공학회논문지B
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    • 제32B권11호
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    • pp.1506-1516
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    • 1995
  • In this paper, we propose the filtered-x least mean fourth (FXLMF) algorithm where the error raised to the power of four is minimized and analyze its convergence behavior for a multiple sinusoidal acoustic noise and Gaussian measurement noise. Application of the FXLMF adaptive filter to active noise control requires to estimate the transfer characteristics of the acoustic path between the output and the error signal of the adaptive controller. The results of the convergence analysis of the FXLMF algorithm indicate that the effects of the parameter estimation inaccuracy on the convergence behavior of the algorithm are characterized by two distinct components : Phase estimation error and estimated gain. In particular, the convergence is shown to be strongly affected by the accuracy of the phase response estimate. Also, we newly show that the convergence behavior can differ depending on the relative sizes of the Gaussian noise and the convergence constant.

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Filtered-x 최소평균사승 능동 소음 제어기 수렴분석 (Convergence Analysis of a Filtered-x Least Mean Fourth Active Noise Controller)

  • 이강승
    • 한국음향학회:학술대회논문집
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    • 한국음향학회 1998년도 학술발표대회 논문집 제5권
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    • pp.80-83
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    • 1998
  • In this paper, we propose a new filtered-x least mean fouth (LMF) algorithm where the error raised to the power of four is minimized and analyze its convergence behavior or a multiple sinusoidal acoustic noise and Gaussian measurement noise. Application of the filtered-x LMF adaptive filter to active noise cancellation (ANC) requires estimating of the transfer characteristic of the acoustic path between the ouput and error signal of the adaptive canceller. The results of the convergence analysis of the filtered-x LMF algorithm indicates that the effects of the parameter estimation inaccuracy on the convergence behavior of the algorithm are characterized by two distinct component . Phase estimation error and estimated again. In particular , the convergence is shown to be strongly affected by the accuracy of the phase response estimate. Also, we newly show that convergence behavior can differ depending on the relative sizes of the Gaussian measurement noise and convergence constant.

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거리에 따른 내사위 환자의 변화 (Variation According to Distance of Esophoria patients)

  • 홍수학;성정섭
    • 한국안광학회지
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    • 제8권2호
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    • pp.47-52
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    • 2003
  • 19세에서 26세 사이의 안과 질환이 없는 시력 1.0 이상인 안경광학과 학생 117명을 대상으로 검사한 결과 37명(31.62%)이 내사위로 나타났다. 그 내사위 환자 중 25명(67.57%)이 $3{\Delta}$ 이하였으며, 나머지 12명(32.43%)이 $1{\Delta}$ 이상이었다. 내사위 환자의 평균사위량은 원거리에서 $2.96{\Delta}$, 근거리에서 $1.08{\Delta}$으로 나타났고, 또한 원근거리의 사위량 연화에 있어서, 원거리 때와 근거리 때의 사위량에 변화가 없는 환자는 3명(8.10%), 내사위량이 증가한 환자는 8명(21.62%), 사위량이 줄어들거나 오히려 외사위로 나타난 환자는 26명(70.27%)으로 나타났다. 이처럼 근거리 때 내사위량이 줄어드는 방향으로 결과가 나온 것은, 내사위 환자의 경우 근거리시에 폭주부담이 작기 때문에 그러한 결과가 생기는 것으로 추정된다. 원거리 때 실성상대폭주력에서 기대치를 보인 피검사자는 흐린점 7명(18.92%), 분리점 16명(43.24%), 회복점 12명(32.43%)이였고, 허성상대폭주력에서 기대치를 보인 피검사자는 분리점 7명(18.92%), 회복점 13명(35.14%)이였으며, 또한 근거리 때 실성상대폭주력에서 기대치를 보인 피검사자는 흐린점 8명(21.62%), 분리점 7명(18.92%), 회복점 22명(59.46%)이였고, 허성상대폭주력에서 기대치를 보인 피검사자는 흐린점 2명(5.40%), 분리점 8명 21.62%), 회복점 12명(32.43%)으로 나타났다.

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Deriving a New Divergence Measure from Extended Cross-Entropy Error Function

  • Oh, Sang-Hoon;Wakuya, Hiroshi;Park, Sun-Gyu;Noh, Hwang-Woo;Yoo, Jae-Soo;Min, Byung-Won;Oh, Yong-Sun
    • International Journal of Contents
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    • 제11권2호
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    • pp.57-62
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    • 2015
  • Relative entropy is a divergence measure between two probability density functions of a random variable. Assuming that the random variable has only two alphabets, the relative entropy becomes a cross-entropy error function that can accelerate training convergence of multi-layer perceptron neural networks. Also, the n-th order extension of cross-entropy (nCE) error function exhibits an improved performance in viewpoints of learning convergence and generalization capability. In this paper, we derive a new divergence measure between two probability density functions from the nCE error function. And the new divergence measure is compared with the relative entropy through the use of three-dimensional plots.

단안영상에서 움직임 벡터를 이용한 영역의 깊이추정 (A Region Depth Estimation Algorithm using Motion Vector from Monocular Video Sequence)

  • 손정만;박영민;윤영우
    • 융합신호처리학회논문지
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    • 제5권2호
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    • pp.96-105
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    • 2004
  • 2차원 이미지로부터 3차원 이미지 복원은 각 픽셀까지의 깊이 정보가 필요하고, 3차원 모델의 복원에 관한 일반적인 수작업은 많은 시간과 비용이 소모된다. 본 논문의 목표는 카메라가 이동하는 중에, 획득된 단안 영상에서 영역의 상대적인 깊이 정보를 추출하는 것이다. 카메라 이동에 의한 영상의 모든 점들의 움직임은 깊이 정보에 종속적이라는 사실에 기반을 두고 있다. 전역 탐색 기법을 사용하여 획득한 움직임 벡터에서 카메라 회전과 배율에 관해서 보상을 한다. 움직임 벡터를 분석하여 평균 깊이를 측정하고, 평균 깊이에 대한 각 영역의 상대적 깊이를 구하였다. 실험결과 영역의 상대적인 깊이는 인간이 인식하는 상대적인 깊이와 일치한다는 것을 보였다.

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WDM-PON 시스템을 위한 저가격 상호 주입 잠김 F-P LD (Cost Effective Mutual Injection Locked F-P LD for WDM-PON System)

  • 황지홍;이혁재;박준모
    • 융합신호처리학회논문지
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    • 제21권4호
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    • pp.162-169
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    • 2020
  • 본 논문에서는 엄밀한 수학 없이 상호 주임 잠김에 대한 정성적 이해를 시도하였고, 제안하는 상호 주입 잠김 광원에 대해 분석한다. 또한 두 개의 unpolarized Fabry-Perot Laser Diode (F-P LD)를 이용한 상호 주입 잠김 기반의 Wavelength Division Multiplexing - Passive Optical Network (WDM-PON)용 저가격 광원을 구현하였다. 한 쪽 F-P LD의 파장 변화에 대한 RIN (Relative Intensity Noise) 특성을 측정하였는데, 가변 파장의 범위가 2.07 nm일 때 최소 -110 dB/Hz의 RIN을 보여주었다.

장마전선에서 발생한 2006년 6월 25일의 호우 사례에 대한 종관자료의 운동학적 특성 분석 (Analysis of Kinematic Characteristics of Synoptic Data for a Heavy Rain Event(25 June 2006) Occurred in Changma Front)

  • 김미애;허복행;김경익;이동인
    • 대기
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    • 제19권1호
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    • pp.37-51
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    • 2009
  • Kinematic characteristics of a heavy rainfall event occurred in Changma front are analyzed using synoptic weather charts, satellite imagery and NCEP(National Centers for Environmental Prediction) / NCAR(National Centers for Atmospheric Research) reanalysis data. The heavy rainfall is accompanied with mesoscale rain clouds developing over the Southwest region of Korea during the period from 0300 LST to 2100 LST 25 June 2006. The surface cyclone in the Changma front is generated and developed rapidly when it meets following vertical conditions: The maximum value of relative vorticity is appeared at 700 hPa and is extended gradually near the surface. It is thought that the vertical structure of relative vorticity is closely related with the descent of strong wind zone exceeding $10ms^{-1}$. The jet core at 200 hPa is shifted southward and extended downward and the low-level jet stream associated with upper-level jet stream appeared at 850 hPa. Kinematic features of heavy rainfall system at cyclone-generating point are as follows: In the generating stage of cyclone, the relative vorticity below 850 hPa increased and the convergence below 850 hPa and the divergence at 400 hPa are intensified by southward movement of jet core at 200 hPa. The heavy rainfall system seems to locate to the south of the exit region of upper-level jet streak; In the developing stage of cyclone, the relative vorticity below 850 hPa and the convergence near surface are further strengthened and upward vertical velocity between 850 hPa and 200 hPa is increased.

도심지내 분수유형별 음이온 분포 및 상관성 분석 (Anion Distribution and Correlation Analysis by Fountain Type in Urban)

  • 김정호;박승환;김원태;윤용한
    • 한국환경과학회지
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    • 제22권12호
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    • pp.1599-1610
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    • 2013
  • In order to verify the healing effect in the variety of effects according to fountain type, anion which is the representatives factor of healing, as the center of case studies which in Gwanghwamun(Ground fountain), Cheonggyecheon(Waterfall) and Myeongdong(Formative fountain). According to fountain type, the anion distribution as follow, figures typically$ 15,721{\pm}419ea/cm^3$, Formative fountain $40,190{\pm}788ea/cm^3$, Waterfall $4.480{\pm}290ea/cm^3$ and ground fountain $2.492{\pm}180ea/cm^3$. It is usually exceed to the distribution in natural green, which is $1070{\sim}2100ea/cm^3$. The interrelation between air temperature, relative humidity, wind speed and relative humidity, and wind speed is that, the relative humidity is directly proportional to wind speed and inversely proportional to temperature. As the temperature goes up, the distribution of anion goes down. And as the wind speed and relative humidity goes up, the distribution of anion decrease sharply. The result of interrelation between fountain type and the anion distribution is that, the distance of water falling is directly proportional to the anion distribution in the formative fountain and inversely proportional in the ground fountain. And the distribution of anion is largest in formative fountain. The distribution of anion in ground fountain is lower than in formative fountain, but it is far more than in natural greenery. And as the distance from fountain increase, the distribution of anion goes down.