• 제목/요약/키워드: Normal Basis

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Radial Basis Function 네트워크를 이용한 PVC 분류 (Classification of PVC(Premature Ventricular Contraction) using Radial Basis Function network)

  • 이전;이경중
    • 대한의용생체공학회:학술대회논문집
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    • 대한의용생체공학회 1997년도 추계학술대회
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    • pp.439-442
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    • 1997
  • In our research, we will extract diagnostic parameters by LPC method and wavelet transform. Then, we will design artificial neural network which is based on RBF that can express input features in terms of fuzzy. Because PVC(Premature Ventricular Contraction) has possibility to cause heart attack, the detection of PVC is a very significant problem. To deal with this problem, LPC method which gives different coefficients or different morphologies and wavelet transform which has superior localization nature of time-frequency, are used to extract effective parameters or classification of normal and PVC. Because RBF network can allocate an input feature to the membership degree of each category, total system will be more flexible.

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Economic Design of the Specification for Geometrical Quality Characteristic

  • Ma, Yizhong;Zhao, Fengyu;Xu, Jichao
    • International Journal of Quality Innovation
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    • 제2권1호
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    • pp.50-57
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    • 2001
  • The economic design of specification limits must be determined on an economic basis where we minimize total loss to society, which consists of both the producer and the consumer. Economic specification limits have been developed based on the assumption that the quality characteristic is normally distributed. Unfortunately, the assumption is not to meet some practical cases. In this paper, some non-normal distributions are considered for quality characteristic with geometrical features. An economic model for selecting the optimum specification limits on the basis of minimizing total cost is introduced. A case study is presented to illustrate the application in practice.

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신경망 모델을 이용한 차량 절대속도 추정 (Absolute Vehicle Speed Estimation using Neural Network Model)

  • 오경흡;송철기
    • 한국정밀공학회지
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    • 제19권9호
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    • pp.51-58
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    • 2002
  • Vehicle dynamics control systems are. complex and non-linear, so they have difficulties in developing a controller for the anti-lock braking systems and the auto-traction systems. Currently the fuzzy-logic technique to estimate the absolute vehicle speed is good results in normal conditions. But the estimation error in severe braking is discontented. In this paper, we estimate the absolute vehicle speed by using the wheel speed data from standard 50-tooth anti-lock braking system wheel speed sensors. Radial symmetric basis function of the neural network model is proposed to implement and estimate the absolute vehicle speed, and principal component analysis on input data is used. Ten algorithms are verified experimentally to estimate the absolute vehicle speed and one of those is perfectly shown to estimate the vehicle speed with a 4% error during a braking maneuver.

System Development for the estimation of Pollutant Loads on Reservoir

  • Shim, Soon-Bo;Lee, Yo-Sang;Koh, Deuk-Koo
    • Korean Journal of Hydrosciences
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    • 제10권
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    • pp.35-46
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    • 1999
  • An integrated system of GIS and water quality model was suggested including the pollutant loads from the watershed. The developed system consits of two parts. First part is the information on landuse and several surface factors concerning the overland flow processes of water and pollutants. Second part is the modeling modules which include storm event pollutant load model(SEPLM), non-storm event pollutant load model(NSPLM), and river water quality simulation model(RWQSM). Models can calculate the pollutant load from the study area. The databases and models are linked through the interface modules resided in the overall system, which incorporate the graphical display modules and the operating scheme for the optimal use of the system. The developed system was applied to the Chungju multi-purpose reservoir to estimate the pollutant load during the four selected rainfall events between 1991 and 1993, based upon monthly basis and seasonal basis in drought flow, low flow, normal flow and wet flow.

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사상인변증(四象人辨證)의 확충(擴充)을 위한 연구(硏究) -[동의수세보원사상초본권(東醫壽世保元四象草本卷) 병변편(病變篇) 제오통(第五統)] 을 중심으로- (A Supplementary Study for Sasangin Identifing)

  • 이의주
    • 사상체질의학회지
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    • 제14권3호
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    • pp.17-32
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    • 2002
  • Objectives ; A Supplementary Study for Sasangin Identifing is based on Chapter Pathophysiology Part V of [Donggyi Soose Bowon Chobonguan]. And I try to explain that with Sasang Constitutional Theory. After all I want this study given the basis of 'The Guideline of Sasangin's Diagnosis & Treatment(GSDT)'. Methods ; First, I divid ${\ulcorner}$part V${\lrcorner}$ into 4 cartegories (Normal Condition, Abnormal Condition, good or bad Condition, Better or Worse Condition). And then each symtom is analyzed by Sasang Constitutional Medicine(SCM). Conclusions; I am sure that it gives the first step toward Indentifying Sasangin of [Donggyi Soose Bowon]. All of Sasangin Identifing Supplementary are analyzed by SCM. They are divided the identifing for Sasangin classification and Sasangin diagnosis of the disease. And this study will give the basis of ‘GSDT’.

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Supersonic Free Jet and Ab initio Studies of Electronic-Vibrational Structures of Fluorene

  • 부봉현;최영식;김택수;강성권;김재룡
    • Bulletin of the Korean Chemical Society
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    • 제16권4호
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    • pp.341-344
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    • 1995
  • Laser-induced fluorescence (LIF) excitation spectra were measured for fluorene (FR) cooled in pulsed supersonic expansions of He in the range 283.7-296.7 nm. Ab initio studies of FR have also been carried out for determining the electronic and vibrational structures by using the standard 3-21G basis sets. In the LIF excitation spectra of FR, highly resolved vibronic bands are observed having the band origin of 33,791 cm-1. The vibrational bands above the electronic origin were assigned on the basis of the well-characterized electronic vibrational bands reported previously and of normal modes of vibrations derived by our HF/3-21G calculations.

5-축 CNC 밀링으로의 자유곡면 가공에 관한 연구 (II) 커섭 높이 예측과 공구경로 결정 (A Study on the Machining of Sculptured Surfaces by 5-Axis CNC Milling (ll) The Prediction of Cusp Heights and Determination of Tool Path interval)

  • 조현덕;전용태;양민양
    • 대한기계학회논문집
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    • 제17권8호
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    • pp.2012-2022
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    • 1993
  • For the machining of the sculptured surfaces on 5-axis CNC milling machine, the milling cutter direction vector was determined in the study (I) with 5-axis post-processing. Thus, it was possible to cut the sculptured surfaces on five-axis CNC milling machine with the end mill cutter. Then, for smooth machined surfaces in five-axis machining of free-from surfaces, this study develops an algorithm for prediction of cusp heights. Also, it generates tool path such that the cusp heights are constrained to a constant value or under a certain value. For prediction of the cusp height between two basis points, a common plane, containing the line crossing two basis points and the summation vector of two normal vectors at two basis points, is defined. The cusp height is the maximum value of scallops on the common plane after end mill cutter passes through the common plane. Sculptured surfaces were machined with CINCINNATI MILACRON 5-axis machining center, model 20V-80, using end mill cutter. Cusp heights were verified by 3-dimensional measuring machine with laser scanner, WEGU Messtechnik GmbH.

콘크리트 크리프의 확률론적 거동 해석 (The Analysis of Statistical Behavior in Concrete Creep)

  • 김두환;박종철
    • 한국구조물진단유지관리공학회 논문집
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    • 제5권1호
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    • pp.237-246
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    • 2001
  • This study is to measure the creep coefficient by 3 days, 7 days and 28 days in the age when loading for the quality assessment of $350kgf/cm^2$ in the high-strength concrete. And it is to analyze the behavior of creep coefficient by applying the experimental data though the compressive strength test, the elastic modulus test and the dry shrinkage test to the ACI-209, AASHTO-94 and CEB/FIP-90, the prediction mode, and the basis of concrete structural design. Also it is to analyze the behavior of short-term creep coefficient during 91 days in the age when loading through the experiment by using the regression analysis, the statistical theory. As applying it to the long-term behavior during 365 days and comparing with the creep prediction mode and examining it, the result from the analysis of the quality of the concrete is as follows. As the result of comparison and analysis about the ACI-209, AASHTO-94 and CEB/FIP-90, the prediction mode, and the basis of concrete structural design, the normal Portland cement class 1 shows the approximate value with the prediction of GEE/PIP-90 and the basis of concrete structural design, but in case of the prediction of ACI-209 and AASHTO-94, there would be worry of underestimation in the application.

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인수분해 공식과 정규기저를 이용한 GF(2$^{m}$ ) 상의 고속 곱셈 역원 연산 알고리즘 (A Fast Algorithm for Computing Multiplicative Inverses in GF(2$^{m}$) using Factorization Formula and Normal Basis)

  • 장용희;권용진
    • 한국정보과학회논문지:시스템및이론
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    • 제30권5_6호
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    • pp.324-329
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    • 2003
  • Diffie-Hellman 키분배 시스템과 타원곡선 암호시스템과 같은 공개키 기반 암호시스템은 GF(2$^{m}$ ) 상에서 정의된 연산, 즉 덧셈, 뺄셈, 곱셈 및 곱셈 역원 연산을 기반으로 구축되며, 이들 암호시스템을 효율적으로 구현하기 위해서는 위 연산들을 고속으로 계산하는 것이 중요하다. 그 중에서 곱셈 역원이 가장 time-consuming하여 많은 연구 대상이 되고 있다. Format 정리에 의해$\beta$$\in$GF(2$^{m}$ )의 곱셈 역원 $\beta$$^{-1}$$\beta$$^{-1}$=$\beta$$^{2}$sup m/-2/이므로 GF(2$^{m}$ )의 임의의 원소에 대해 곱셈 역원을 고속으로 계산하기 위해서는, 2$^{m}$ -2을 효율적으로 분해하여 곱셈 횟수를 감소시키는 것이 가장 중요하며, 이와 관련된 알고리즘들이 많이 제안되어 왔다 이 중 Itoh와 Tsujii가 제안한 알고리즘[2]은 정규기저를 사용해서 필요한 곱셈 횟수를 O(log m)까지 감소시켰으며, 또한 이 알고리즘을 향상시킨 몇몇 알고리즘들이 제안되었지만, 분해과정이 복잡하다는 등의 단점이 있다[3,5]. 본 논문에서는 실제 어플리케이션에서 주로 많이 사용되는 m=2$^{n}$ 인 경우에, 인수분해 공식 x$^3$-y$^3$=(x-y)(x$^2$+xy+y$^2$)와 정규기저론 이용해서 곱셈 역원을 고속으로 계산하는 알고리즘을 제안한다. 본 논문의 알고리즘은 곱셈 횟수가 Itoh와 Tsujii가 제안한 알고리즘 보다 적으며, 2$^{m}$ -2의 분해가 기존의 알고리즘 보다 간단하다.

밀집치열인의 두개안면골의 형태학적 특성 (CHARACTERISTICS OF CRANIOFACIAL MORPHOLOGY IN ADULT WITH CROWDED DENTITION)

  • 전준영;성재현
    • 대한치과교정학회지
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    • 제18권2호
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    • pp.421-433
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    • 1988
  • 정상치열을 가진 성인 84명 (남자 44명, 여자 40명)과 밀집 치열을 가진 성인 61명 (남자 33명, 여자 28명)을 대상으로 측모두부방사선 규격사진상에서 정상치열인과 밀집치 열인간의 두개 안면골의 형태학적 차이를 분석하여 다음과 같은 결론을 얻었다. 정상군과 밀집군에서 남녀별 각 계측항목의 평균치, 표준편차 및 Facial polygon들을 얻었다. 정상군에 비해 밀집군에서 두개기저골에 대해 구개평면, 교합평면 및 하악하연이 하방으로 경사되었고 구개평면에 대해 하악하연도 하방으로 경사되었으며 하악우각도 크게 나타났다. 정상군에 비해 밀집군에서 상하악골이 두개기저골에 대해 후방위치하였다. 정상군에 비해 밀집군에서 상악전치는 순측으로 경사되 었으며 하악전치는 설측으로 경사되었다. 정상군의 남자에 비해 밀집군의 남자에서 후안면고경과 하악지길이가 더 짧으며 정상군의 여자에 비해 밀집군의 여자에서 후안면 고경, 하악골체장 및 후두개저 장경이 더 짧으며 전안면고경은 더 길게 나타났다.

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