• 제목/요약/키워드: Bias problem

검색결과 345건 처리시간 0.029초

On Line LS-SVM for Classification

  • Kim, Daehak;Oh, KwangSik;Shim, Jooyong
    • Communications for Statistical Applications and Methods
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    • 제10권2호
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    • pp.595-601
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    • 2003
  • In this paper we propose an on line training method for classification based on least squares support vector machine. Proposed method enables the computation cost to be reduced and the training to be peformed incrementally, With the incremental formulation of an inverse matrix in optimization problem, current information and new input data can be used for building the new inverse matrix for the estimation of the optimal bias and Lagrange multipliers, so the large scale matrix inversion operation can be avoided. Numerical examples are included which indicate the performance of proposed algorithm.

EM알고리즘을 이용한 중도절단화상에 대한 복원 (Restoration for the censored image vai EM algorithm)

  • 김승구
    • 응용통계연구
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    • 제10권2호
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    • pp.309-323
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    • 1997
  • 사진과 같은 영상매체를 통한 화상들은 대부분 중도절단과정을 거친 자료임에도 불구하고 정상자료로 취급하여 복원하는 경우가 많다. 이때 편의를 갖는 복원화상을 얻게 된다. 그러나 화상복원 분야에서 이에 대한 인식을 거의 발견할 수 없다. 이에 본 논문에서는 '가우시안' 잡음에 의해 오염된 중도절단화상에 대해 EM알고리즘에 의한 복원방법을 소개한다. 그리고 실험을 통해 중도절단된 모의화상에 대해 복원효과를 보인다.

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순음성 소음의 분산을 위한 부등간격 블레이드 설계 연구 (Design of Unequally-Spaced Blade Arrangement for Tonal Noise Reduction)

  • 김완기;윤종학;한성수;전세종;성형진
    • 대한기계학회논문집A
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    • 제24권4호
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    • pp.1047-1054
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    • 2000
  • A numerical simulation was made to delineate the re-distribution of tonal noise generated from the equally-spaced blade passing frequency (BPF). A pressure-wave model was employed to analyze the tonal noise. An optimal solution for diversifying the tonal peak noise was obtained by rearranging the unequally-spaced blade angles. This was based on the fact that the noise energy is transferred from BPF to the neighboring frequency band. A limit condition for the minimum blade angle spacing was imposed. The unbalancing problem was also considered to avoid the weight bias.

원통형 음향 홀로그래피를 이용하여 구성한 유도전동기의 방사 음장 (Constructed Sound Field of an Induction Motor Using Cylindrical Acoustic Holography)

  • 김시문;김양한
    • 소음진동
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    • 제7권6호
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    • pp.919-929
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    • 1997
  • Induction motors are used in many areas to transform electrical energy to mechanical energy. In the design of an induction motor, not only energy efficiency but also noise becomes an important factor. To effectively address the noise problem, it will be convenient if one can see where and how noise is generated and propagated. In this study sound radiation by an induction motor is visualized using cylindrical acoustic holography. To minimize the bias error by window effect Minimum Error Window(MEW) is used. Its performance is verified by numerical simulations. Based on these theoretical understanding, sound pressure measurement with an induction motor are performed. Not only sound radiation are visualized but sound pressure level and sound power level are also estimated. Results show that the main source is located at nearly bottom part of the motor and the total sound pressure level is 49dB, which satisfies the guideline value suggested by the KS C 4202.

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유비쿼터스 환경에서 사용 가능한 핸드 헬드형 3차원 움직임 추적장치 (A Handheld 3-Dimensional Motion Tracking Device for Ubiquitous Computing Environment)

  • 박명관;이상훈;서일홍
    • 제어로봇시스템학회논문지
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    • 제11권12호
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    • pp.1045-1050
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    • 2005
  • This paper describes a design experience of a low-cost 6 DOF spatial tracker system where relative low accuracy and relatively long ranges, wireless communication will be achieved by means of low cost accelerometers and gyros with contemporary microprocessor. However, there are two key problems; one is the bias drift problem and the other is that single or double integration of acceleration signal suffers not only from noise but also from nonlinear effects caused by gravity. To be specific, beginning and stopping of hand motions needs to be accurately detected to initiate and terminate integration process to get position and pose of the hand from accelerometer and gyro signals, since errors due to noise and/or hand-shaking motions accumulated by integration processes. Several experimental results are shown to validate our proposed algorithms.

동적지연을 포함하는 편향 비례항법 유도루프의 해석 해를 이용한 정밀 충돌각 제어 (Precise Impact Angle Control Using Analytic Solution of Biased Proportional Navigation with Single Dynamic Lag)

  • 문한빛;나원상;황익호;김용정
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2011년도 제42회 하계학술대회
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    • pp.1736-1737
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    • 2011
  • This paper deals with the problem of precise impact angle control of an actual homing missile guided by biased proportional navigation (BPN). To do this, the BPN guidance loop including dynamic lag is modeled as the confluent hyper-geometric differential equation and its analytic solution is derived. Based on the solution, a systematic way to determine the bias constant is newly devised. Different from the existing BPN solution obtained by ignoring the dynamic lag, the proposed one can exactly describe the behavior missile before target interception. hence it is drastically improved the angle constrained terminal guidance performance.

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광경화성 단분자를 이용한 pattern free vertical alignment 모드의 전기 광학 특성 연구 (Study on electro optic characteristic of pattern free vertical alignment (PFVA) mode using the uv curable reactive mesogen (RM))

  • 조인영;황성진;김성민;황지혜;이승희
    • 한국전기전자재료학회:학술대회논문집
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    • 한국전기전자재료학회 2008년도 춘계학술대회 및 기술 세미나 논문집 디스플레이 광소자
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    • pp.45-46
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    • 2008
  • The conventional biased vertical alignment (BVA) mode has several advantages such as rubbing- and protrusion-free, wide-viewing angle and stable LC dynamics against external pressure. However manufacturing process of BVA mode is difficult task because the pixel and bias electrode signal are different in each frame. To solve this problem, we investigated the pattern free vertical alignment (PFVA) by using the UV-curable reactive mesogen (RM), in which the LC molecules were made to be pre-tilted. Eventually transmittance and response time in PFVA mode were found to be improved as compared to BVA mode.

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약하게 핀치오프된 Cold-HEMT를 이용한 새로운 HEMT 소신호 모델링 기법 (A New Small-Signal Modeling Method of HEMT Using Weakly Pinched-Off Cold-HEMT)

  • 전만영
    • 한국정보통신학회논문지
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    • 제7권4호
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    • pp.743-749
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    • 2003
  • 본 논문에서는, cold-HEMT의 게이트에 핀치오프 전압보다 약간 낮은 전압을 가함으로써 게이트 손상문제로부터 자유로우며 부가적인 DC 측정을 필요로 하지 않는 새로운 HEMT 소신호 모델링 방법을 제시한다. 제시된 방법에 의해서 모델링된 회로의 S-파라미터 이론치는 49개의 동작 바이어스점에서 측정치와 62GHz까지 뛰어난 일치를 보였다.

AC PDP의 high Xe%에서의 잔상연구 (The study on the image sticking in high Xe% of AC PDP)

  • 김영락;함명수;박미영;최정훈;이호준;박정후
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2003년도 추계학술대회 논문집 전기물성,응용부문
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    • pp.9-11
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    • 2003
  • Image sticking, the phenomenon that the previously displayed pattern still remains after the image is changed into different image, is one of the most serious problem in realizing high picture quality. There are various methods decreasing the image sticking phenomenon. In this paper, we have tried to decrease boundary image sticking by reducing the discharge concentration phenomenon in the boundary of pattern using the new driving method that is applied to bias in the address electrode.

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극저온 자화 유도 결합 플라즈마를 이용한 Platinum 식각에 관한 연구 (A study on platinum dry etching using a cryogenic magnetized inductively coupled plasma)

  • 김진성;김정훈;김윤택;황기웅;주정훈;김진웅
    • 한국진공학회지
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    • 제8권4A호
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    • pp.476-481
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    • 1999
  • Characteristics of platinum dry etching were investigated in a cryogenic magnetized inductively coupled plasma (MICP). The problem with platinum etching is the redeposition of sputtered platinum on the sidewall. Because of the redeposits on the sidewall, the etching of patterned platinum structure produces feature sizes that exceed the original dimension of the PR size and the etch profile has needle-like shape [1]. The main object of this study was to investigate a new process technology for fence-free Pt etching As bias voltage increased, the height of fence was reduced. In cryogenic etching, the height of fence was reduced to 20% at-$190^{\circ}C$ compared with that of room temperature, however the etch profile was not still fence-free. In Ar/$SF_6$ Plasma, fence-free Pt etching was possible. As the ratio of $SF_6$ gas flow is more than 14% of total gas flow, the etch profile had no fence. Chemical reaction seemed to take place in the etch process.

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