• 제목/요약/키워드: Filter convergence

검색결과 898건 처리시간 0.022초

HAUSDORFF INTERVAL VALUED FUZZY FILTERS

  • Ramakrishinan, P.V.;V. Lakshmana Gomathi Nayagam
    • 대한수학회지
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    • 제39권1호
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    • pp.137-148
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    • 2002
  • The notion of Interval Valued Fuzzy Sets (IVF sets) was introduced by T. K. Mondal. In this paper a notion of IVF filter is introduced and studied. A new notion of Hausdorffness, which can not be defined in crisp theory of filters, is defined on IVF filters and their properties are studied.

능동소음제어를 위한 안정화된 퍼지 LMS 알고리즘 (Stabilized Adaptive Fuzzy LMS Algorithms for Active Noise Control)

  • 안동준;백광현;남현도
    • 전기학회논문지
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    • 제60권1호
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    • pp.150-155
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    • 2011
  • In an active noise control systems, an IIR filter may cause a problem in stability beacause of its poles. For IIR filter, its poles goes sometimes out of a unit circle in a z-plane in the transition state, where the adaptive algorithm converges to the optimum value, which causes the system to diverge. Fuzzy LMS algorithm has a better convergence property than conventional LMS algorithms, but is not applicable to IIR filter because of the reasons. Stabilized adaptive algorithm could be improves stability by moving the pole of IIR filer toward the origin forcibly in the transient state, and by introducing forgetting factor to maintain the optimum convergence when it reaches to the steady state. In this paper, We proposed stabilized adaptive fuzzy LMS algorithms with IIR filter structures, for single channel active noise control with ill conditioned signal case. Computer simulations were performed to show the effectiveness of a proposed algorithm.

Recursive 디지털 필터에 의한 전리층 채널 모델링 (A modeling for an ionospheric channel using recursive digital filter)

  • 김성진
    • 융합신호처리학회논문지
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    • 제5권2호
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    • pp.143-150
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    • 2004
  • In this paper, a recursive digital filter realization for an ionospheric channel model is proposed. This realization is in the form of a cascade of identical second-order all-pass filters, and is determined by only three parameters; two coefficients of an all-pass section, and the number of sections. The values of these parameters are optimized by a nonlinear optimization algorithm called the "downhill simplex method", so that the resulting time delay function closely approximates that of the ionospheric channel model. Comparing with the nonrecursive digital filter realization, it can be shown that the proposed recursive-digital-filter-realization is advantageous in points of view for the numbers of filter coefficients and the realization.

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Adsorption of volatile organic compounds using activated carbon fiber filter in the automobiles

  • Moon, Hyung Suk;Kim, In Soo;Kang, Sin Jae;Ryu, Seung Kon
    • Carbon letters
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    • 제15권3호
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    • pp.203-209
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    • 2014
  • The adsorption of volatile organic compounds (VOCs) was carried out using an activated carbon fiber (ACF) filter in an automobile. The adsorption capacities of formaldehyde, toluene, and benzene on an ACF filter were far better than those of a polypropylene (PP) mat filter and combined (PP+activated carbon) mat filter by batch adsorption in a gas bag. In a continuous flow of air containing toluene vapor through an ACF packed bed, the breakpoint time was very long, the length of the unused bed was short, and sharp "S" -type breakthrough curve was plotted soon after breakpoint, showing a narrow mass transfer zone of toluene on the ACF. The adsorption amount of toluene on the ACF filter was proportional to the specific surface area of the ACF; however, the development of mesopores 2-5 nm in size on the ACF was very effective with regard to the adsorption of toluene. The ACF air clarifier filter is strongly recommended to remove VOCs in newly produced automobiles.

여과필터를 포함한 세척이 가능한 수도꼭지 어셈블리 하우징 개발을 위한 최적설계 연구 (Optimal Design Study for Development of Washable Faucet Assembly Housing Including Filtration Filter)

  • 손인수;배상대
    • 한국산업융합학회 논문집
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    • 제24권5호
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    • pp.581-587
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    • 2021
  • In recent years, contamination of drinking water sources has emerged as a serious social problem, such as a large number of impurities in tap water or groundwater or the supply of suitable water due to rust of pipes. Although the government and public institutions are implementing various measures to protect water sources, they cannot improve water quality in a short period of time because of the enormous cost involved. Therefore, in recent years, preference has been given to a device that converts tap water, which is hard water, into soft water by installing a separate water softener at the faucet from which tap water is discharged. However, the existing filtration device has a problem that filtration performance is gradually lowered when impurities accumulate in the filter, requiring continuous filter replacement. In this study, the optimal design of the filter housing was performed to develop a water softener that can be washed when impurities accumulate on the filter inside the water softener connected to the faucet. For optimal design of the filter housing, fluid and fluid-structural interaction analysis were performed on the design pressure to determine the shape and thickness of the housing, and design review was performed through prototype.

디지털 유방단층영상합성법의 FBP 알고리즘 적용을 위한 다양한 필터 조합에 대한 연구 (A Study of Various Filter Setups with FBP Reconstruction for Digital Breast Tomosynthesis)

  • 이행화;김예슬;이영진;최성훈;이승완;박혜숙;김희중;최재구;최영욱
    • 한국의학물리학회지:의학물리
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    • 제25권4호
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    • pp.271-280
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    • 2014
  • 최근에 디지털 유방촬영술(digital mammography, DM)의 해부학적 구조의 겹침 현상과 컴퓨터단층촬영영상(computed tomography, CT)의 높은 환자 선량을 해결하기 위해 디지털 유방단층영상합성장치(digital breast tomosynthesis, DBT)에 대한 연구 개발이 활발하게 수행되고 있다. 하지만 DBT 시스템은 제한된 각도로 영상을 획득하면서 급격한 데이터 결핍으로 인해 다른 층의 간섭으로 인한 인공물(artifacts)이 발생한다. 이를 완화시키기 위해 적절한 필터가 필요하다. 본 논문에서는 DBT 시스템에서 FBP 알고리즘을 이용하여 영상재구성 시 발생되는 인공물을 줄이기 위해 적절한 필터조합을 찾는 것이 궁극적인 목적이다. 시뮬레이션과 실제 실험을 통해 동일한 영상 획득조건에서 FBP 알고리즘을 이용해 재구성된 영상을 분석하여 다양한 필터 조합들의 특성을 조사했다. 필터 특성에 대한 평가를 하기 위해 영상 및 프로파일의 분석과 COV (coefficient of variation)를 이용하여 인공물과 잡음에 대한 평가를 하였다. 본 연구 결과를 통해 분광필터(spectral filter)의 파라미터 인자 값들을 조절하여 cut-off frequency를 설정함으로써 고주파 영역에 있는 영상의 잡음을 줄일 수 있었다. DBT 시스템에서 유방팬텀을 재구성한 영상들을 비교했을 때 분광필터의 파라미터 인자를 0.25로 적용한 영상의 결과는 분광필터를 적용하지 않았을 때보다 영상의 잡음을 10%로 감소시킬 수 있었다. 절편두께필터(slice thickness filter)의 파라미터 인자의 값들을 조절하여 정보들의 불균형을 줄임으로써 다른 층의 간섭으로 인한 인공물을 감소시킬 수 있었다. 결론적으로, 본 연구를 통해 FBP 알고리즘으로 재구성했을 때 필터들의 기본 특성을 확인 할 수 있었으며, 적절한 필터 조합이 실제 화질 개선에 기여한 것으로 확인할 수 있었다. 이 연구 결과는 다양한 필터 조합에 따른 잡음과 데이터 결핍에 의한 인공물에 대한 정보를 제공하여 DBT 시스템의 개발 및 임상화적용 연구에 기반이 될 것으로 기대된다.

Convergence Analysis of IMADF Algorithm to Reduce the ISI in Fast Data Transmission

  • Yoon, Dal-Hwan
    • 한국통신학회논문지
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    • 제26권9B호
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    • pp.1226-1235
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    • 2001
  • The convergence analysis of the improved multiplication free adaptive digital filter (IMADF) with a fractionally-spaced equalizer (FSE) to remove the intersymbol interference (ISI) in fast data transmission is presented. The IMADF structure use the one-step predicted filter in the multiplication-free adaptive digital filter (MADF) structure using the DPCM and Sign algorithm. In the experimental results, the IMADF algorithm has reduced the computational complexity by use of only the addition operation without a multiplier. Also, under the condition of identical stationary-state error, it could obtain the stabled convergence characteristic that the IMADF algorithm is almost same as the sign algorithm, but is better than the MADF algorithm. Here, this algorithm has effective characteristics when the correlation of the input signal is highly.

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최대 평탄특성을 위한 2-D FIR Circular 필터 설계에 관한 연구 (A Study on Design of Maximally Flat 2-D FIR Circular Filter)

  • 서현수;배상범;김남호
    • 융합신호처리학회 학술대회논문집
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    • 한국신호처리시스템학회 2005년도 추계학술대회 논문집
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    • pp.159-162
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    • 2005
  • Recently, due to rapid developments of wireless communication and digital TV, modern society needs to process of aquisition, storage and transmission of much information. So the importance of signal processing is increasing and various digital filters are used in the two-dimensional signal such as image. And kinds of these digital filters are IIR(infinite impulse response) filter and FIR(finite impulse response) filter. And FIR filter which has the phase linearity, the easiness of creation and stability is applied to many fields. In design of this FIR filter, flatness property is a important factor in pass-band and stop-band. In this paper, we designed a 2-D Circular FIR filter using the Bernstein polynomial, it is presented flatness property in pass-band and stop-band. And we simulated the designed filter with noisy test image and compared the results with existing methods.

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직접형 퍼지 적응 IIR 필터의 설계 (Design of Fuzzy Adaptive IIR Filter in Direct Form)

  • 유근택;배현덕
    • 대한전자공학회논문지TE
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    • 제39권4호
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    • pp.370-378
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    • 2002
  • 수치와 언어적 데이터를 조합한 퍼지 추론은 적응 필터 알고리듬에서 적용되어 왔다. 적응 IIR필터 설계에서 퍼지 전치필터는 퍼지의 Sugeno의 방법을 사용하였으며 소속함수와 추론규칙은 정확성을 개선할 수 있도록 신경망을 통하여 각각 생성하였다. 제안된 알고리듬은 성능평가를 위하여 시스템 식별에 적용하고 필터의 파라미터의 추정특성과 수렴속도에 대하여 성능을 평가하였다. 이와 같은 실험결과 직접구조에서 기존의 알고리듬의 수렴속도보다 우수한 성능을 보였으며 제안된 방법이 안정성 및 국부최소 점에 대한 문제를 극복할 수 있음을 보였다.