• 제목/요약/키워드: Function Separation

검색결과 631건 처리시간 0.028초

독립성분분석법에 의한 잡음첨가신호의 분석성능비교 (Comparison of Analysis Performance of Additive Noise Signals by Independent Component Analysis)

  • 조용현;박용수
    • 한국지능시스템학회논문지
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    • 제15권3호
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    • pp.294-299
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    • 2005
  • 본 논문에서는 선형적으로 흔합된 영상신호에 잡음이 첨가된 영상을 대상으로 뉴우턴법과 할선법의 고정점 알고리즘 독립성분분석을 적용하여 분리성능을 비교${\cdot}$검토하였다. 여기서 뉴우턴법의 고정점 알고리즘은 기울기 변화에 따른 속성을 이용하며, 할선법의 고정점 알고리즘은 접선의 변화를 이용하는 속성을 가진다. 실험에 이용된 신호는 2개의 $512\times512$ 픽셀 2차원 영상이며, 가우스 분포와 라플라스 분포의 잡음을 각각 이용하였다. 실험 결과, 원 영상을 분리하는 시간에서는 뉴우턴법의 고정점 알고리즘 독립성분분석이 할선법의 고정점 알고리즘 독립성분분석보다 보다 빠르며, 복원성능에서는 할선법의 고정점 알고리즘 독립성분분석이 더욱 우수한 특성이 있음을 알 수 있었다. 한편, 잡음이 많이 첨가될수록 뉴우턴법의 FP-ICA와 할선법의 FP-ICA사이의 추출속도와 분리성능은 더욱 더 큰 차이가 있음도 알 수 있었다.

구조동특성해석을 위한 ARMAX 모형의 식별과 선형추정 알고리즘 (Identification of ARMAX Model and Linear Estimation Algorithm for Structural Dynamic Characteristics Analysis)

  • 최의중;이상조
    • 한국정밀공학회지
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    • 제16권7호
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    • pp.178-187
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    • 1999
  • In order to identify a transfer function model with noise, penalty function method has been widely used. In this method, estimation process for possible model parameters from low to higher order proceeds the model identification process. In this study, based on linear estimation method, a new approach unifying the estimation and the identification of ARMAX model is proposed. For the parameter estimation of a transfer function model with noise, linear estimation method by noise separation is suggested instead of nonlinear estimation method. The feasibility of the proposed model identification and estimation method is verified through simulations, namely by applying the method to time series model. In the case of time series model with noise, the proposed method successfully identifies the transfer function model with noise without going through model parameter identification process in advance. A new algorithm effectively achieving model identification and parameter estimation in unified frame has been proposed. This approach is different from the conventional method used for identification of ARMAX model which needs separate parameter estimation and model identification processes. The consistency and the accuracy of the proposed method has been verified through simulations.

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DETECTION OF WIDE PLANETARY SYSTEM WITH MICROLENSING

  • 류윤현;박명구;장헌영;이기원
    • 천문학회보
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    • 제37권2호
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    • pp.108.2-108.2
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    • 2012
  • Recent results from microlensing surveys show that a free-floating planet or a wide-separation planet is more numerous than a main-sequence star in the Galaxy. Moreover, the detection efficiency of the planets will be improved in next-generation experiments with a high survey monitoring frequency. However, microlensing events produced by both planets appear similar light curves with a short duration timescale, thus it is difficult to distinguish them. In this paper, we investigated the detectable separation range of a wide-separation planet as the planet bound to its host star. We construct the fractional deviation maps using the magnifications of the planetary lensing and the single-lensing by planet itself for various parameters such as a mass ratio, separation, and source radius. As a result, we found that the pattern of the fractional deviation is related to the ratio of source radius to caustic size, and the ratio satisfying the detection criterion (i.e., ${\geq}5%$ in the fractional deviation) varies with a separation. Hence, we derived a fitting formula as the function of a mass ratio and a source radius to reflect the variation in the calculations of the detectable separation range of a wide-separation planet as the planet bound to its host star. In addition, we estimated the condition that a wide-separation planet can be detected as a single-lensing event under the finite source effect. We found that such a case is possible provided that the source radius is smaller than ~2.5 times of Einstein ring radius of a planet, regardless of a separation or a mass ratio.

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SLODAR System Development for Vertical Atmospheric Disturbance Profiling at Geochang Observatory

  • Ji Yong Joo;Hyeon Seung Ha;Jun Ho Lee;Do Hwan Jung;Young Soo Kim;Timothy Butterley
    • Current Optics and Photonics
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    • 제8권1호
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    • pp.30-37
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    • 2024
  • Implemented at the Geochang Observatory in South Korea, our slope detection and ranging (SLO-DAR) system features a 508 mm Cassegrain telescope (f /7.8), incorporating two Shack-Hartmann wave-front sensors (WFS) for precise measurements of atmospheric phase distortions, particularly from nearby binary or double stars, utilizing an 8 × 8 grid of sampling points. With an ability to reconstruct eight-layer vertical atmospheric profiles, the system quantifies the refractive index structure function (Cn2) through the crossed-beam method. Adaptable in vertical profiling altitude, ranging from a few hundred meters to several kilometers, contingent on the separation angle of binary stars, the system operates in both wide (2.5 to 12.5 arcminute separation angle) and narrow modes (11 to 15 arcsecond separation angle), covering altitudes from 122.3 to 611.5 meters and 6.1 to 8.3 kilometers, respectively. Initial measurements at the Geochang Observatory indicated Cn2 values up to 181.7 meters with a Fried parameter (r0) of 8.4 centimeters in wide mode and up to 7.8 kilometers with an r0 of 8.0 centimeters in narrow mode, suggesting similar seeing conditions to the Bohyun Observatory and aligning with a comparable 2014-2015 seeing profiling campaign in South Korea.

멀티 에이전트 개념에 기반한 배전계통의 분산 자율적 고장구간 분리 기법 (Autonomous Separation Methodology of Faulted Section based on Multi-Agent Concepts in Distribution System)

  • 고윤석;홍대승;송완석;박학열
    • 대한전기학회논문지:전력기술부문A
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    • 제55권6호
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    • pp.227-235
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    • 2006
  • In this paper, autonomous separation methodology of faulted section based on network is proposed newly, which can minimize the outage effect as compared with the existing center-based faulted section separation method by determining and separating autonomously the faulted section by the free operation information exchange among IEDs on the feeder of distribution system. The all IEDs is designed in network in which client/server function is possible in order to separate autonomously the faulted section using PtP(Peer to Peer) communication. Also, Inference based solution of IED for the autonomous faulted section separation is designed by rules obtained from the analyzing results of distribution system topology. Here, the switch IEDs transmit on network the fault information utilizing on multi-casting communication method, at the fame time, determine selfly whether they operates or not by inferencing autonomously the faulted section using the inference-based solution after receiving the transmitted information. Finally, in order to verify the effectiveness and application possibility of the proposed methodology, the diversity fault cases are simulated for the typical distribution system.

유사-가능도 최대화를 통한 가우시안 프로세스 기반 음원분리 (Gaussian Processes for Source Separation: Pseudo-likelihood Maximization)

  • 박선호;최승진
    • 한국정보과학회논문지:소프트웨어및응용
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    • 제35권7호
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    • pp.417-423
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    • 2008
  • 본 논문에서는 각 음원이 시간적 구조를 가졌을 경우 음원들을 분리해내는 확률적 음원분리 방법을 제안한다. 이를 위해 각 음원의 시간적 구조를 가우시안 프로세스(Gaussian process)로 모델링하고 기존의 음원분리 문제를 유사-가능도 최대화 문제(pseudo-likelihood maximization)로 공식화한다. 본 알고리즘을 통해 얻어진 데이타의 유사-가능도는 정규 분포이며 이는 가우시안 프로세스 회귀방법(Gaussian process regression)을 통해 쉽게 계산이 가능하다. 음원분리의 역혼합 행렬은 경도(gradient) 기반최적화 기법을 통해 데이타의 유사-가능도를 최대화하는 해를 찾음으로써 구해진다. 여러 실험을 통하여 제안 알고리듬이 몇 가지 특정 상황에서 기존의 분리 알고리듬들에 비해 우수한 성능을 보임을 확인 할 수 있다.

이차 통계치를 이용한 블라인드 신호분리 알고리즘 (Blind Source Separation Algorithm using the Second-Order Statistics)

  • 김천수;양완철;이병섭
    • 한국전자파학회논문지
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    • 제13권2호
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    • pp.107-114
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    • 2002
  • 미지의 신호원들의z 합성으로부터 관측된 신호만을 이용하여 통계적으로 독립인 원신호를 추출하는 문제를 블라인드 신호분리라 한다. 본 논문에서는 보통의 실내에서 얻어진 비정상(non-stationary) 합성신호로부터 원신호론 추출해내는 블라인드 신호분리 기법을 제안한다. 제안된 기법은 관측 신호들 간의 이타 상호상관 값이 제로가 될 때만 최소값을 가지는 비용함수를 최소화시키는 방식으로 블라인드 신호분리를 구현한다. 제안된 기법의 유효성을 컴퓨터 시뮬레이션과 보통의 실내에서 관측된 2개의 합성신호로부터 2개의 원신호를 추출해내는 실험을 통하여 증명한다.

Synchrotron SAXS Study on the Micro-Phase Separation Kinetics of Segmented Block Copolymer

  • Lee, Han-Sup;Yoo, So-Ra;Seo, Seung-Won
    • Fibers and Polymers
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    • 제2권2호
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    • pp.98-107
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    • 2001
  • The phase transition behavior isothermal micro-phase separation kinetics of polyester-based thermoplastic elastomer were studied using the synchrotron X-ray scattering(SAXS) method. The structural changes occurring during heating period were investigated by determining the changes of the one-dimensional correlation function, interfacial thickness and Porod constant. Based on the abrupt increases of the domain spacing and interfacial thickness, a major structural change occurring well below the melting transition temperature is suggested. Those changes are explained in terms of melting of the thermodynamically unstable hard domains or/and the interdiffusion of the hard and soft segments in the interfacial regions. SAXS profile changes during the micro-phase separation process were also clearly observed at various temperatures and the separation rate was found to be sensitively affected by the temperature. The peak position of maximum scattering intensity stayed constant during the entire course of the phase separation process. The scattering data during the isothermal phase separation process was interpreted with the Cahn-Hilliard diffusion equation. The experimental data obtained during the early stage of the phase separation seems to satisfy the Cahn-Hilliard spinodal mechanism. The transition temperature obtained from the extrapolation of the diffusion coefficient to zero value turned out to be about 147$\pm$$2^{\circ}$, which is close to the order-disorder transition temperature obtained from the Porod analysis. The transition temperature was also estimated from the inveriant growth rate. By extrapolating the inveriant growth rate to zero, a transition temperature of about 145$\pm$$\pm$$2^{\circ}$ was obtained.

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Separating VNF and Network Control for Hardware-Acceleration of SDN/NFV Architecture

  • Duan, Tong;Lan, Julong;Hu, Yuxiang;Sun, Penghao
    • ETRI Journal
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    • 제39권4호
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    • pp.525-534
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    • 2017
  • A hardware-acceleration architecture that separates virtual network functions (VNFs) and network control (called HSN) is proposed to solve the mismatch between the simple flow steering requirements and strong packet processing abilities of software-defined networking (SDN) forwarding elements (FEs) in SDN/network function virtualization (NFV) architecture, while improving the efficiency of NFV infrastructure and the performance of network-intensive functions. HSN makes full use of FEs and accelerates VNFs through two mechanisms: (1) separation of traffic steering and packet processing in the FEs; (2) separation of SDN and NFV control in the FEs. Our HSN prototype, built on NetFPGA-10G, demonstrates that the processing performance can be greatly improved with only a small modification of the traditional SDN/NFV architecture.

대변형 비선형 탄성재료의 균열길이 예측 (Crack Length Estimation for Large Deformable Non-Linear Elastic Materials)

  • 양경진;강기주;박상서
    • 대한기계학회논문집A
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    • 제24권1호
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    • pp.103-109
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    • 2000
  • A method to measure the crack length in rubbery materials is described. Through dimensional analysis and experiments, an equation is derived to give the crack length as a function of the change of strain energy density in a region remote from the crack. The function is provided in a form of separated terms of loading and material, the validity of which is experimentally proved using separation parameters.