• Title/Summary/Keyword: 벡터법

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New Distance Measure for Vector Quantization of Image (영상 벡터양자화를 위한 편차분산을 이용한 거리계산법)

  • Lee, Kyeong-Hwan;Choi, Jung-Hyun;Lee, Bub-Ki;Cheong, Won-Sik;Kim, Kyoung-Kyoo;Kim, Duk-Gyoo
    • Journal of the Korean Institute of Telematics and Electronics S
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    • v.36S no.11
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    • pp.89-94
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    • 1999
  • In vector quantization (VQ), mean squared error (MSE) is widely used as a distance measure between vectors. But the distance between averages appears as a dominant quantity in MSE. In the case of image vectors, the coincidence of edge pattern is also important considering human visual system (HVS). Therefore, this paper presents a new distance measure using the variance of difference (VD) as a criterion for the coincidence of edge pattern. By using this in the VQ encoding, we can reduce the degradation of edge region in the reconstructed image. And applying this to the codebook design, we can obtain the final codebook that has a lot of various edge codevectors instead of redundant shade ones.

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Vector Calibration for Geomagnetic Field Based Indoor Localization (지자기 기반 실내 위치 추정을 위한 지자기 벡터 보정법)

  • Son, Won Joon;Choi, Lynn
    • The Journal of Korean Institute of Next Generation Computing
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    • v.15 no.3
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    • pp.25-30
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    • 2019
  • Magnetic sensors have the disadvantage that their vector values differ depending on the direction. In this paper, we propose a magnetic vector calibration method for geomagnetic-based indoor localization estimates. The fingerprinting technique used in geomagnetic-based indoor localization the position by matching the magnetic field map and the magnetic sensor value. However, since the moving direction of the current user may be different from the moving direction of the person who creates the magnetic field map at the collection time, the sampled magnetic vector may have different values from the vector values recorded in the field map. This may substantially lower the positioning accuracy. To avoid this problem, the existing studies use only the magnitude of magnetic vector, but this reduces the uniqueness of the fingerprint, which may also degrade the positioning accuracy. In this paper we propose a vector calibration algorithm which can adjust the sampled magnetic vector values to the vector direction of the magnetic field map by using the parametric equation of a circle. This can minimize the inaccuracy caused by the direction mismatch.

Three Phase Active Series Voltage Compensator by Space Vector Detecting Method (순시보상전류의 공간 벡터 검출법에 의한 3상 능동 직렬형 전압강하 보상기)

  • Cho Jae-Yun;Jung Young-Gook;Kim Jung-Kun;Lim Young-Cheol
    • Proceedings of the KIPE Conference
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    • 2001.07a
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    • pp.560-564
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    • 2001
  • 본 연구에서는 3상 능동 직렬형 전압 보상기의 제어 알고리즘으로 공간 벡터 검출법(3-D SV)을 제안하고 있다. 제안된 3차원 공간 벡터법은 종전의 순시전력이론에 의한 방법에 비해 보상 기준치 연산과정을 간략화 할 수 있고 좌표변환이 필요치 않다. 제안된 알고리즘은 전원전압의 순간적인 sag가 발생되더라도 비선형 부하에 인가되는 전압은 일정한 정현파로 제어 가능하며 동시에 전원전류의 고조파와 기본파 무효전류도 보상 가능하다. 정상상태와 과도상태에서 전력전자전용 시뮬레이터인 PSIM에 의해 제안된 이론의 타당성을 입증하였다.

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Non-statistical Stochastic Finite Element Method Employing Higher Order Stochastic Field Function (고차의 추계장 함수와 이를 이용한 비통계학적 추계론적 유한요소해석)

  • Noh, Hyuk-Chun
    • KSCE Journal of Civil and Environmental Engineering Research
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    • v.26 no.2A
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    • pp.383-390
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    • 2006
  • In this paper, a stochastic field that is compatible with Monte Carlo simulation is suggested for an expansion-based stochastic analysis scheme of weighted integral method. Through investigation on the way of affection of stochastic field function on the displacement vector in the series expansion scheme, it is noticed that the stochastic field adopted in the weighted integral method is not compatible with that appears in the Monte Carlo simulation. As generally recognized in the field of stochastic mechanics, the response variability is not a linear function of the coefficient of variation of stochastic field but a nonlinear function with increasing variability as the intensity of uncertainty is increased. Employing the stochastic field suggested in this study, the response variability evaluated by means of the weighted integral scheme is reproduced with high precision even for uncertain fields with moderately large coefficient of variation. Besides, despite the fact that only the first-order expansion is employed, an outstanding agreement between the results of expansion-based weighted integral method and Monte Carlo simulation is achieved.

Robust Vector Quantizer for Wavelet Transformed Image Coding (웨이브렛 변환 양상 부호화형 범용 벡터양자화기에 관한 연구)

  • 도재수
    • Proceedings of the Korea Multimedia Society Conference
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    • 1998.04a
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    • pp.95-99
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    • 1998
  • 본 논문에서는 웨이브렛 변환을 이용한 영상 부호화에서 입력 영상의 통계적 성질에 관계없이 부호화 결과에 범용성을 갖는 새로운 벡터 양자화기 설계법을 제안한다. 제안하는 벡터 양자화기에서는 대표벡터를 생성하기 위한 학습계열로 난수에 영상의 상관과 에지성분을 첨가한 모사 영상을 사용한다. 제안한 방식에 의해 설계된 벡터양자화기와 코드북 생성에 이용하는 학습계열에 부호화 대상이 되는 영상과 같은 실제의 영상을 사용한 종래방식으로 설계된 벡터양자화기와 부호화 성능을 비교하여 종래방식의 문제점을 명확하게 밝힌다.

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An Estimating Method for Priority Vector in AHP, Using the Eigen-Decomposition of a Skew-Symmetric Matrix (AHP에서 왜대칭행렬의 고유분해를 이용한 중요도 추정법의 제안)

  • 이광진
    • The Korean Journal of Applied Statistics
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    • v.17 no.1
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    • pp.119-134
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    • 2004
  • Generally to estimate the priority vector in AHP, an eigen-vector method or a log-arithmic least square method is applied to pairwise comparison matrix itself. In this paper an estimating method is suggested, which is applied to pairwise comparison matrix adjusted by using the eigen-decomposition of skew-symmetric matrix. We also show theoretical background, meanings, and several advantages of this method by example. This method may be useful in case that pairwise comparison matrix is quite inconsistent.

반복이 없는 이원배치에서 분포의 동일성 검정에 대한 비모수적 검정법

  • 이기훈
    • Communications for Statistical Applications and Methods
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    • v.4 no.3
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    • pp.765-774
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    • 1997
  • 본 논문에서는 반복이 없는 이원배치에서 교호작용의 존재를 가정하고 처리수준간의 모집단 분포의 동일성을 검정하는 비모수적 검정법을 제안하였다. 검정통계량의 구성을 위하여 순위벡터를 그 구조의 형태별로 정리한 순위위치벡터를 제안하고, 이의 특성과 응용가능성을 연구하였다. 또한 모의 검정력 연구를 통하여 기존의 비모수적 방법이 갖는 약점과 제안한 통계량의 우수함을 실증하였다.

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Analysis of Frictional Contact Problems of Nonlinearly Deformable Bodies by Using Contact Error Vector (접촉 오차 벡터를 이용한 비선형 변형체의 마찰접촉 해석)

  • Lee, Kisu;Kim, Bang-Won
    • Journal of the Computational Structural Engineering Institute of Korea
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    • v.13 no.3
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    • pp.305-319
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    • 2000
  • Numerical solution lot frictional contact problems of nonlinearly deformable bodies having large deformation is presented. The contact conditions on the possible contact points are expressed by using the contact error vector, and the iterative scheme is used to reduce the contact error vector monotonically toward zero. At each iteration the solution consists of two steps : The first step is to revise the contact force by using the contact error vector given by the previous geometry, and the second step is to compute the displacement and the contact error vector by solving the equilibrium equation with the contact force given at the first step. Convergence of the iterative scheme to the correct solution is analyzed, and the numerical simulations we performed with a rigid-plastic membrane and a nonlinear elastic beam.

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ECONOMICAL NONLINEAR RESPONSE ANALYSIS USING STIFFNESS MEASURE APPROACH (강성측정법을 이용한 경제적인 비선형해석)

  • 장극관
    • Computational Structural Engineering
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    • v.9 no.4
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    • pp.219-228
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    • 1996
  • A method used for measuring the stiffness of hinging reinforced concrete frame structures is developed. The so called Stiffness Measure Method is used to evaluate the tangent stiffness of hinge regions while the structure is responding in nonlinear ranges. Eigenvector methods for nonlinear response have not been especially popular because of the need for regenerating eigenvectors as the time history proceeds. In the present work the eigenvectors sets and corresponding nonlinear state variables, i. e., the tangent stiffnesses of the hinge regions, are stored. There is an expectation that previously generated eigenvectors can be reused as the analysis proceeds. The stiffness measure is used to compare the current tangent stiffnesses of hinge regions with those of previously stored eigenvectors sets. Since eigenvector calculations are diminished the method is effective in reducing computational effort for reinforced concrete frame structures subjected to strong ground motions.

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Fast motion estimation and mode decision for variable block sizes motion compensation in H.264 (H.264의 가변 블록 움직임 보상을 위한 고속 움직임 벡터 탐색 및 모드 결정법)

  • 이제윤;최웅일;전병우;석민수
    • Journal of the Institute of Electronics Engineers of Korea SP
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    • v.40 no.4
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    • pp.275-285
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    • 2003
  • The now video coding standard H.264 employs variable block size motion compensation, multiple references, and quarter-pel motion vector accuracy. These techniques are key features to accomplish higher coding gain, however, at the same time main factors that increase overall computational complexity. Therefore, in order to apply H.264 to many applications, key techniques are requested to improve their speed. For this reason, we propose a fast motion estimation which is suited for variable block size motion communication. In addition, we propose a fast mode decision method to choose the best mode at early stage. Experimental results show the reduction of the number of SAT SATD calculations by a factor of 4.5 and 2.6 times respectively, when we compare the proposed fast motion estimation and the conventional MVFAS $T^{[8-10]}$. Besides, the number of RDcost computations is reduced by about 45%. Therefore, the proposed methods reduces significantly its computational complexity without noticeable coding loss.