• 제목/요약/키워드: Adaptive filter design

검색결과 233건 처리시간 0.035초

칼만필터와 적응필터를 기반한 PPG 동잡음 제거 필터 설계 (Design of Motion Artifacts Filter of PPG Signal based on Kalman filter and Adaptive filter)

  • 이병로;이주원
    • 한국정보통신학회논문지
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    • 제18권4호
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    • pp.986-991
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    • 2014
  • 모바일 헬스케어와 원격진료에서 사용되는 광용적 맥파(PPG) 신호는 환자로부터 발생되는 여러 가지의 동잡음을 포함하고 있다. 이러한 동잡음을 제거하기위해 이동평균필터, 적응필터, 가속도 센서 등을 이용한 기법이 제시되었으나, 아직까지도 그 성능이 만족 스럽지 못하다. 따라서 본 연구에서는 이러한 동잡음 문제를 해결하기 위해 칼만필터와 적응필터를 이용한 새로운 동잡음 제거 기법을 제안하고 그 성능을 평가하기위해 다양한 동잡음을 사용하였다. 이 실험의 결과에서 제안된 방법의 신호대 잡음비는 이동 평균 필터 보다 4.8배인 우수한 성능을 보였다.

횡단형 월쉬필터와 최적 LMS 기법을 이용한 적응 등화기의 설계 (A design of adaptive equalizer using the transversal walsh filter and the optimal LMS algorithm)

  • 김종부
    • 전자공학회논문지B
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    • 제33B권3호
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    • pp.1-8
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    • 1996
  • This paper proposes a novel transversal filter and an optimal LMS algorithm, and show how these can be realized as an adaptive equalizer. The transversal filter consists of a walsh and block pulse functions. in the LMS algorithm with equalizers, the convergence factor is an improtant design parameter because it governs stability and convergence speed. The conventional adaptation techniques use a fixed time constant convergence factor by the trial and error method. In this paper, an optimal method in the choice of the convergence factor is proposed. The proposed algorithm is obtrained that is tailored for each filter tap and is updated at each iteration. The performance of the proposed algorithm is compared iwth those of the conventional TDL and DFT equalizers by computer simulations.

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3D 조각가공 시스템을 위한 3 차원 복원 방법 (3D Reconstruction Method for 3D Engraving Systems)

  • 이원석;정성종
    • 대한기계학회:학술대회논문집
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    • 대한기계학회 2008년도 추계학술대회A
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    • pp.1204-1209
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    • 2008
  • Design is important in the IT, digital appliance, and auto industries. Aesthetic and art images are being applied for better design satisfaction of the products. Various artistic image patterns are used to satisfy demand of design, but it takes much lead-time and effort to implement them for making dies and molds. In this paper, a hybrid reverse engineering method generating accurate 3D engraving models from 2D art images is proposed through image processing, 3D reconstruction, and NURBS interpolation methods. In order to generate the 3D model from the 2D artistic image, cloud points with z-depth are extracted according to intensity values of the image. An adaptive median filter and harmonic filter are used to obtain the intensity values accurately. NURBS surfaces are generated through the interpolation of the cloud points. Performance of the developed system is to be confirmed through the realization of Mona Lisa and Golden Gate Bridge.

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흐름 적응 탕구계와 필터가 유동 안정성에 미치는 영향 연구 (A Study on the Effects of Flow Adaptive Gating System and Ceramic Filter on Flow Stability)

  • 황호영;윤송;남철희
    • 한국주조공학회지
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    • 제37권3호
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    • pp.71-77
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    • 2017
  • Casting defects produced during the casting process seriously affect the mechanical properties of the resulting products, reduce the performance capabilities of the product, and also result in economic losses. Therefore, this paper mainly investigates the causes of defects and methods by which to reduce these defects stemming from molten metal flows in a runner system of the type widely used in the sand mold casting process. The flow characteristics of a molten alloy are difficult to observe during the actual casting process. For this reason, a water model was used to observe the flow in the casting process, and the flow in each case was recorded using high-speed cameras as part of the experimental process of this study. Several repetitive experiments were performed to improve the accuracy of the experimental results. The traditional casting system was modified according to the design rules proposed by Campbell, and the system was termed flow-adaptive gating system with a water model. Comparing the flow characteristics of traditional and adaptive gating systems with a water model shows that the bubbles in the water in the latter case are reduced more significantly than in the former case. A ceramic filter system was adapted to the flow-adaptive gating system to minimize the instability of the flow during filling, which occurs as the fluid velocity in the runner increases. In additional, the flow behavior with and without the filter system were compared. The water model system in this work was shown to be able to verify that the adaptation of the filter system brings improvements by stabilizing the flow and reducing the amount of bubbles in the runner system. Moreover, using the flow-adaptive runner system with the filter system leads to considerably stable flows in the runner system.

Design of an Adaptive Nonlinear Compensator using a Wavelet Transform Domain Volterra Filter and a Modified Escalator Algorithm

  • Hwang, Dong-Oh;Kang, Dong-Jun;Nam, Sang-Won
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 2001년도 ICCAS
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    • pp.98.5-98
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    • 2001
  • An efficient adaptive nonlinear compensator, based on a wavelet transform domain adaptive Volterra filter along with a modified escalator algorithm, is proposed to speed up the convergence rate of an adaptive LMS algorithm. In particular, it is well known that the e.g., slow convergence speed of an adaptive LMS algorithm depends on the statistical characteristics (e.g., large eigenvalue spread) of the corresponding auto-correlation matrix of the input vector. To solve such a convergence problem, the proposed approach utilizes a modified escalator algorithm and a wavelet transform domain adaptive LMS Volterra filtering technique, which leads to diagonalization of the auto-correlation matrix of the ...

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직접법에 의한 이산시간 기준모델 적응제어 시스템 설계에 관한 연구 (A Design of Discrete-Time Model Reference Adaptive Control System by Direct Method)

  • 김성덕
    • 한국통신학회논문지
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    • 제10권5호
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    • pp.258-265
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    • 1985
  • 이 論文은 SISO 離散時間 基準모델 適應制御시스템에 대한 設計問題를 다루었다. 基準모델과 未知시스템의 入·出力端에 狀態變數필터를 도입하므로서, 可用信號들로 구성된 아주 간단한 適應시스템을 구성할 수 있다. 未知시스템의 相對次數가 1 또는 2 이상인 경우의 設計法은 多數 발표되었으나, 構造가 매우 복잡하거나 設計理論이 일반화하지 못하였다. 본 論文에서는 相對次數가 2이상인 경우에 간단한 線型필터를 도입하므로서 適應構造를 간단히 구성할 수 있음을 證明하였다.

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감음성 난청 보상을 위한 부밴드 구조 디지털 보청기 설계 (A Subband Structured Digital Hearing Aid Design for Compensating Sensorineural Hearing Loss)

  • 박조동;최훈;배현덕
    • 한국음향학회지
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    • 제24권5호
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    • pp.238-247
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    • 2005
  • 본 논문에서는 디지털 보청기의 보상필터와 적응 궤환제거기의 부밴드 설계기법을 다룬다 감음 신경성 난청은 주파수 대역에서 비선형 특성을 보이는 가청 한계값 (hearing thresholds)을 가지며 시변하는 궤환경로에 의해 보상이 어렵다. 그러므로 디지틸 보청기는 주파수 대역별 비선형적 이득조정이 가능하며 반향을 빠르게 제거할 수 있는 보상기를 필요로 한다. 제안한 디지털 보청기에서 보상필터는 부밴드 구조에서 적응 시스템 식별기법을 이용하여 설계되며 적응 궤환제거기는 부밴드 인접투사 알고리즘을 이용하여 설계된다. 설계된 보상필터는 비선형 이득을 각 부밴드에서 조정할 수 있으므로 보다 정확한 이득보상이 가능하다. 그리고 부밴드 적응필터를 사용하는 궤환제거기는 빠른 수렴속도를 가진다. 설계된 보상필터는 주파수 대역별로 비선형적 이득보상이 가능하다. 그리고 적응 궤환제거기는 원치 않은 반향을 빠르게 제거할 수 있다. 제안한 보상필터의 성능을 컴퓨터 시뮬레이션을 통해 이전 방법의 성능과 비교하여 입증한다.

외란 예측기가 포함된 슬라이딩 모드 퍼지 제어기의 응용 (Application of Sliding Mode fuzzy Control with Disturbance Prediction)

  • 김상범;윤정방;구자인
    • 한국전산구조공학회:학술대회논문집
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    • 한국전산구조공학회 2000년도 봄 학술발표회논문집
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    • pp.365-370
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    • 2000
  • A sliding mode fuzzy control (SMFC) algorithm is applied to design a controller for a benchmark problem on a wind- excited building. The structure is a 76-story concrete office tower with a height of 306 meters, hence the wind resistance characteristics are very important for the serviceability as well as the safety. A control system with an active tuned mass damper is assumed to be installed on the top floor. Since the structural acceleration is measured only at ,limited number of locations without measurement of the wind force, the structure of the conventional continuous sliding mode control may have the feed-back loop only. So, an adaptive least mean squares (LMS) filter is employed in the SMFC algorithm to generate a fictitious feed-forward loop. The adaptive LMS filter is designed based on the information of the stochastic characteristics of the wind velocity along the structure. A numerical study is carried out. and the performance of the present SMFC with the ,adaptive LMS filter is investigated in comparison with those of' other control, of algorithms such as linear quadratic Gaussian control, frequency domain optimal control, quadratic stability control, continuous sliding mode control, and H/sub ∞///sub μ/, control, which were reported by other researchers. The effectiveness of the adaptive LMS filter is also examined. The results indicate that the present algorithm is very efficient .

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JP 격자필터를 이용한 ANC-ALE 모형 설계 (A Design of ANC-ALE Model Using the JP Lattie Filter)

  • 정준철;심수보
    • 한국통신학회논문지
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    • 제16권12호
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    • pp.1219-1228
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    • 1991
  • 적응 필터를 이용한 잡음제거기 모형은 실제의 경우 잡음신호원 으로부터 주신호입력까지 경로 전달함수와 잡음제거기의 잡음신호입력 까지의 경로 전달함수가 모두 존재한다. 종래의 잡음제거기 모형에서 한쪽의 경로 전달함수만을 고려한점을 개선하여 제안된 새 모형에서 두 방향의 전달함수가 모두 존재하는 것으로 하여 적응 잡음제거기의 최적 전달함수를 유도하였다. 적응 필터는 적응 속도가 빠른 JP 격자필터를 이용하였고 ANC-ALE 모형에 의해 SNR이 더욱 개선됨을 나타내었으며 시뮬레이션을 통하여 확인하였다. 아울러 dc bias가 특별한 신호에 대해 잡음제거기에 더욱 효과적으로 작용함을 보였다.

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Spline을 이용한 비선형 시스템의 적응 관측기 설계 (Spline-based Simplified Adaptive Observer Design for Nonlinear Systems)

  • ;방대인;최진영
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2005년도 학술대회 논문집 정보 및 제어부문
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    • pp.17-19
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    • 2005
  • In this paper, using B-splines as universial approximators, we have obtained a plant parametrization which permits the construction of an adaptive observer. The particular property of this parametrization is that the dynamic order of the filters in this design does not depend on the number of parameters in the plant parametrization. This appears to be a beneficial property especially because the number of such parameters tends to be very high for universial approximator based designs.

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