• 제목/요약/키워드: Filter convergence

검색결과 899건 처리시간 0.027초

Adaptive IIR filter designed for the separation of scintillation and rain attenuation phenomena

  • Sangaroon, O.;Chutchavong, V.;Anekpongpun, K.;Benjangkaprasert, C.;Sooraksa, P.;Moriya, Y.
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 2001년도 ICCAS
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    • pp.109.5-109
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    • 2001
  • The separation of scintillation phenomena concurrent with rain attenuation phenomena can be accomplished by filtering. Based on the analysis of satellite signal fading during rain, scintillation and rain attenuation phenomena are examined and extracting from raw data by using adaptive IIR high-pass filter and adaptive IIR low-pass filter. Adaptive IIR filter are designed by using the algorithm of Least Mean p-Power (LMP) Error Criterion which have been modified by Quantizing Gradient technique. This algorithm reduces amount of multiplication computational equal to the length of input data. It is prove here that the convergence speed, variance, bias independence on p values. For this application, p=1 is chosen. The procedure of application ...

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Motor noise removal for determining gait events over treadmill walking using wavelet filter

  • Yeom, Ho-Jun;Selgrade, Brian P.;Chang, Young-Hui;Kim, Jung-Lae
    • International journal of advanced smart convergence
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    • 제1권1호
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    • pp.48-51
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    • 2012
  • The conventional method for filtering force plate data, low-pass filtering, does not always give accurate results when applied to force data from a custom-made, instrumented treadmill. Therefore, this study compares low-pass filtered data to the same data passed through a wavelet filter. We collected data with the treadmill running. However these include motor noise with ground reaction force at two force plates. We found that he proposed wavelet method eliminated motor noise to result in more accurate force plate data than the conventional low-pass filter, particularly at high speed motor operation. In this study we suggested the convolution wavelet (CNW) which was compared to that of a low-pass filter. The CNW showed better performance as compared to band-pass filtering particularly for low signal-to-noise ratios, and a lower computational load.

Discrete-Time Robust Guaranteed Cost Filtering for Convex Bounded Uncertain Systems With Time Delay

  • Kim, Jong-Hae
    • Transactions on Control, Automation and Systems Engineering
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    • 제4권4호
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    • pp.324-329
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    • 2002
  • In this paper, the guaranteed cost filtering design method for linear time delay systems with convex bounded uncertainties in discrete-time case is presented. The uncertain parameters are assumed to be unknown but belonging to known convex compact set of polytotype less conservative than norm bounded parameter uncertainty. The main purpose is to design a stable filter which minimizes the guaranteed cost. The sufficient condition for the existence of filter, the guaranteed cost filter design method, and the upper bound of the guaranteed cost are proposed. Since the proposed sufficient conditions are LMI(linear matrix inequality) forms in terms of all finding variables, all solutions can be obtained simultaneously by means of powerful convex programming tools with global convergence assured. Finally, a numerical example is given to check the validity of the proposed method.

승산을 요하지 않는 적응 디지탈 필터 (Multiplication Free Adaptive Digital Filter)

  • 박태호;차일환;윤대희
    • 한국음향학회지
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    • 제6권2호
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    • pp.15-18
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    • 1987
  • 승산을 요하지 않는 적응 디지탈 필터링 알고리즘이 논의되었다. 제안된 알고리즘은 델타 변조 디지탈 필터를 사용하였으며 승산없이 적응 디지탈 필터를 실현하기 위하여 필터계수는 SIGN 알고리즘으로 새로이 재조정된다. 결과적으로, 제안된 알고리즘은 단순히 UP/DOWN 계수동작으로 실현될 수 있음을 보였다. 제안된 적응 디지탈 필터링 알고리즘과 다른 알고리즘을 시스템 Identification문제에 적용하여 수렴특성을 조사하였다.

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LMS 알고리즘의 2차원 적응 필터에의 적용에 관한 연구 (Syudy on the Application of LMS Algorithm to the Two Dimensional Adaptive Filter)

  • 신연기;김춘성
    • 대한전자공학회논문지
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    • 제21권2호
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    • pp.29-35
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    • 1984
  • LMS(least mean Square) 알고리즘은 그 간편성에 의하여 적응 필터의 대표적인 알고리즘으로 되고 있다. 본 논문에서는 잘 알려진 1차원 LMS 원응 필터를 2차원 필터로 광장시킬 수 있음을 보였으며, 필터의 목산 속도 양선방안 및 2차원 적응 필터에서 발생하는 몇 가지 문제점들에 관하여 고찰하였다.

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Spectral Analysis of Rectangular, Hanning, Hamming and Kaiser Window for Digital Fir Filter

  • Gautam, Ganesh;Shrestha, Surendra;Cho, Seongsoo
    • International journal of advanced smart convergence
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    • 제4권2호
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    • pp.138-144
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    • 2015
  • Digital filters are extensively used in the world of communication. In order to design a digital finite impulse response (FIR) filter that satisfies all the required conditions is challenging. In this paper, design techniques of digital low pass FIR filters using Rectangular window method, Hamming window, Hanning window, and Optimal Parks McClellan method are presented. The stability, number of components required and filter coefficients are demonstrated for different design techniques. It is demonstrated that filter design using hamming window is comparatively better than rectangular and hanning window though the components required for all of the windowing technique are same, hamming shows higher stability. The stability is shown with the help of magnitude and phase spectrum of each window. Simulation is carried out using MATLAB and comparisons are made entirely based on the output of the simulation.

Hubner 방법에 기초한 수치등각사상의 자동화 알고리즘 (Automatic algorithm for Numerical conformal mapping based on the Hubner's Method)

  • 송은지
    • 한국정보처리학회논문지
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    • 제6권10호
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    • pp.2716-2721
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    • 1999
  • The problem of determining the conformal maps from the unit disk onto a jordan region has been completed by solving the theodorsen equation that is nonlinear. For the hubners method, which has been well known for the efficient method among the many suggestions for the Theodorsen equation, it has been reproved in our early study that the convergence rate could be remarkably improved by exploring and applying a low-frequency pass filter[1]. However, in the Hubner's method with the low-frequency filter, the discrete numbers and parameters of the low-frequency filter were able to be acquired only by experience. In this paper we show algorithms that determine the discrete numbers and parameters of the low-frequency filter automatically in accordance with the given region. This results from analyzing the function, which decides the shape of the given domain under the assumption that the degree of the problem depends of the transformation of a given domain, as seen in the Fourier Transform.

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필터 계수 확장을 이용한 적응 지각 필터의 속도 개선 (A Speed Enhancement of Adaptive Perceptual Filter using Extension of the Filter Coefficients)

  • 구교식;차형태;유일현
    • 융합신호처리학회 학술대회논문집
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    • 한국신호처리시스템학회 2005년도 추계학술대회 논문집
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    • pp.278-281
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    • 2005
  • 본 논문에서는 백색 잡음이 첨가된 오디오 신호로부터 잡음을 추정하고 이에 따른 지각 필터 보정을 통한 적응적 지각 필터의 속도 개선 알고리즘을 제안한다. 제안된 잡음 추정 알고리즘은 고주파 구간에서 획득한 잡음 에너지를 사용하여 지각필터를 구성하고 일정 대역에서 추정된 기울기를 고주파 영역에 적용함으로써 전 대역의 잡음 에너지를 효과적으로 제거할 수 있게 되며 필터의 속도 향상에도 크게 기여하게 된다. 이는 기존의 적응지각필터와의 비교를 위하여 수행속도 및 SSNR, NMR 비교를 수행하였고 그 결과를 통하여 성능 개선을 확인할 수 있었다.

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문턱치값 최적화 연구 (A Study of the Threshold value Optimization)

  • 서정익;박은규
    • 한국정보컨버전스학회논문지
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    • 제7권2호
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    • pp.7-12
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    • 2014
  • 정확한 신호의 검출을 위해서 많은 필터들이 만들어지고 있다. 필터의 성능은 잡음을 효과적으로 제거하는 것으로 평가한다. 필터의 정확한 평가를 위해서 문턱치 값을 효과적으로 결정할 필요가 있다. 본 연구에서는 문턱치 값의 최적화에 대해 연구하였다. 신호는 삼각파와 전원잡음을 이용하였다. 샘플 개수에 따른 SNR 변화를 연구하였다. 샘플 개수가 증가함에 따라 SNR도 안정화가 되었다.

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MOSFET 병렬 구동을 이용한 대용량 정류기 구현 (Design of High Capacity Rectifier by Parallel Driving of MOSFET)

  • 선덕한;조내수;김우현
    • 한국산업융합학회 논문집
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    • 제10권4호
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    • pp.227-233
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    • 2007
  • In case of design of a rectifier to supply high current, To select switching frequency of semiconductor switches affect absolutely the design of the LC filter value in an power conversion circuit. The conventional rectifier by using MOSFET is no use in high current equipments because of small drain-source current. To solve this problem, this paper proposes to design of high capacity rectifier by parallel driving of MOSFET in the single half bridge DC-DC converter. This method can be able to develop high current rectifier by distributed drain-source current. The proposed scheme is able to expect a decrease in size, weight and cost of production by decreasing the LC filter value and increasing maximumly the switching frequency. The validity of the proposed parallel driving strategy is verified through computer-aided simulations and experimental results.

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