• Title/Summary/Keyword: 역변환변수

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A Study on the Comparison of Performances Between Direct Method and Approximation Method in Structural Optimization (구조최적설계시 직접법 및 근사법 알고리즘의 성능 비교에 관한 연구)

  • 박영선;이상헌;박경진
    • Transactions of the Korean Society of Mechanical Engineers
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    • v.18 no.2
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    • pp.313-322
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    • 1994
  • Structural optimization has been developed by two methods. One is the direct method which applies the Nonlinear Programming (NLP) algorithm directly to the structural optimization problem. This method is known to be very excellent mathematically. However, it is very expensive for large-scale problems due to the one-dimensional line search. The other method is the approximation method which utilizes the engineering senses very well. The original problem is approximated to a simple problem and an NLP algorithm is adopted for solving the approximated problems. Practical solutions are obtained with low cost by this method. The two methods are compared through standard structural optimization problems. The Finite element method with truss and beam elements is used for the structural and sensitivity analyses. The results are analyzed based on the convergence performances, the number is function calculations, the quality of the cost functions, and etc. The applications of both methods are also discussed.

A Near-Far Resistant Receiver for WCDMA Systems (WCDMA 시스템을 위한 원근 저항성 수신기)

  • 박중후
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.26 no.5B
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    • pp.645-652
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    • 2001
  • 본 논문에서는 일반적인 코드분할 다중화 시스템을 위해 저자가 제안하였던 유사 역상관기 (Pseudo-Decorrelator)를 변형하여 WCDMA 시스템에 적합한 원근 저항성 (near-far resistant) 수신기를 설계하고, 임펄스 채널 환경에서 성능을 분석하고 있다. 설계된 수신기에서는 판단변수 (decision statistics)에 포함되어 있는 다중사용자 간섭신호를 분석하여, 송신된 신호의 각 비트에 대응되는 상호상관 행렬을 얻게 된다. 이 상호상관 행렬을 역변환 시킨 후, 기존의 수신기에서 얻어진 판단변수에 적용한다. 이렇게 해서 수신기의 성능을 향상시킬 수 있다. 제안된 수신기는 연속해서 3비트를 받은 후에 바로 검출과정 (detection process)을 수행할 수 있다는 잇점이 있다. 임펄스 채널에서의 여러 가지 시뮬레이션을 통해서 수신기의 성능이 향상됨을 확인할 수 있었다.

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Reconfigurable Flight Control Law based on Model Following Scheme and Parameter Estimation (매개변수 추정 및 모델추종 적응제어기법을 이용한재형상 비행제어시스템 연구)

  • Mun, Gwan-Yeong;Kim, Yu-Dan;Lee, Han-Min
    • Journal of the Korean Society for Aeronautical & Space Sciences
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    • v.34 no.3
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    • pp.67-73
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    • 2006
  • In this paper, a reconfigurable model following flight control method is proposed based on direct adaptive scheme using parameter estimation. Adaptive control scheme updates the control gains to make the system output follow the reference output even when fault occurs. By adopting the frequency domain parameter estimation method, system changes by the fault can be estimated. Recursive Fourier transformation is used for system identification. Using recursive Fourier transform, the proposed adaptive control algorithm guarantees the system stability and improves the system characteristics. To evaluate the performance of proposed control method, numerical simulations are performed.

Bayesian analysis of latent factor regression model (내재된 인자회귀모형의 베이지안 분석법)

  • Kyung, Minjung
    • The Korean Journal of Applied Statistics
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    • v.33 no.4
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    • pp.365-377
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    • 2020
  • We discuss latent factor regression when constructing a common structure inherent among explanatory variables to solve multicollinearity and use them as regressors to construct a linear model of a response variable. Bayesian estimation with LASSO prior of a large penalty parameter to construct a significant factor loading matrix of intrinsic interests among infinite latent structures. The estimated factor loading matrix with estimated other parameters can be inversely transformed into linear parameters of each explanatory variable and used as prediction models for new observations. We apply the proposed method to Product Service Management data of HBAT and observe that the proposed method constructs the same factors of general common factor analysis for the fixed number of factors. The calculated MSE of predicted values of Bayesian latent factor regression model is also smaller than the common factor regression model.

Superresolution of Optical Imaging System (광결상계의 초분해능)

  • 조영민;김종태;이상수
    • Korean Journal of Optics and Photonics
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    • v.5 no.3
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    • pp.349-355
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    • 1994
  • Superrsolution of an optical imaging system, which resolves $\epsilon_O$ (half width of the square top amplitude impulse function) less than the Rayleigh's resolution limit $\epsilon_R$, is theoretically treated by using the diffraction theory, and an experimental system is proposed. Initially superresolution is stated as an inverse problem, and an integral equation is derived as a function of parameter $\beta$, which is positive. The integration is numerically carried out for the given aperture and those given values of $\beta$, which is 1, 5, 10, 15, and 20. 1/2$\times$FWHM's of the amplitude impulse functions are meassured for the cases of diffrent value of {J and in the case of $\beta=5$, the half-width already approaches to $\epsilon_O=0.1$,urn, which is, in the case of the present work, one fifth of the Rayleigh's resolution limit. It is found both the pupil function and the phase of the Huygens wave are to be modified, and theories of the pupil function modulation plate and the phase modulation hologram plate are also presented. The result obtained may be useful in ultrafine optical lithography.graphy.

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An inversion algorithm for estimating soil moisture using satellite-based microwave observation (마이크로파 위성관측자료를 이용한 토양수분 산출 알고리즘)

  • Suh, Ae-Sook;Shin, In-Chul;Park, Jong-Seo;Hong, Sung-Wook
    • Proceedings of the Korea Water Resources Association Conference
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    • 2011.05a
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    • pp.95-95
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    • 2011
  • 토양수분은 전 지구 및 기후 모델 연구, 전 지구 환경 감시, 기후변화, 대기-지표의 물과 에너지 상호교환 등 중요한 역할을 한다. 최근에는 수동형 마이크로웨이브 센서를 이용하여 토양수분을 탐지하고 있으며, NASA는 공식적인 전구 토양수분을 제공하고 있다. 특히, AMSR-E(Advandced Microwave Scanning Radiometer on EOS)의 6 GHz 영역에서 산출된 토양수분은 지표 토양층(0~5 cm)의 높으 정확도의 토양 수분 정보를 제공하고 있다. 지금까지의 위성관측을 이용한 토양 수분 알고리즘은 복잡한 선행모델과 관측된 경험식을 바탕으로 한다. 이 연구의 제안한 알고리즘은 위성에서 관측된 휘도온도 정보를 이용하여 역변환 방법을 이용하여 토양수분을 산출할 수 있기에, 복잡한 선행모델 사용을 최소화하는 장점이 있다. 본 연구에서 제시한 토양수분 산출 알고리즘은 각 채널(6.9 및 37 GHz)의 특성을 이용하여 거친 표면의 반사도를 산출한 후, 편광비율 특성을 이용한다. 아울러 반사도는 Hong 근사식을 이용하여 지표면 거칠기, 물질의 특성을 나타내는 유전상수를 산출하고 두 변수 사이의 관측된 경험적 관계식를 이용하여 전 지구적인 토양수분이 산출한다. 이 결과는 NASA에서 산출한 토양 수분과 현장관측 (SMEX03)의 오클라호마, 조지아 지역 관측 결과와 비교하였을 때, 사용자들이 요구하는 수준 (<0.06g/$cm^3$)의 정확도를 만족시킨다. 본 연구에서 제시된 토양수분 알고리즘은 단순성, 정확성, 물리적 기반을 바탕으로 하기에 현업용으로 그 활용 가치가 높다. 본 연구 결과는 향후 국외 토양수분산출 전용 위성들인 SMOS(Soil Moisture and Ocean Salinity)와 SMAP(Soil Moisture Active/Passive) 자료들을 생산하는데 활용된다면, 전 지구적 토양수분 정보제공에 기여할 수 있을 것으로 예산된다.

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The Finite Element Formulation and Its Classification of Dynamic Thermoelastic Problems of Solids (구조동역학-열탄성학 연성문제의 유한요소 정식화 및 분류)

  • Yun, Seong-Ho
    • Journal of the Computational Structural Engineering Institute of Korea
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    • v.13 no.1
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    • pp.37-49
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    • 2000
  • This paper is for the first essential study on the development of unified finite element formulations for solving problems related to the dynamics/thermoelastics behavior of solids. In the first part of formulations, the finite element method is based on the introduction of a new quantity defined as heat displacement, which allows the heat conduction equations to be written in a form equivalent to the equation of motion, and the equations of coupled thermoelasticity to be written in a unified form. The equations obtained are used to express a variational formulation which, together with the concept of generalized coordinates, yields a set of differential equations with the time as an independent variable. Using the Laplace transform, the resulting finite element equations are described in the transform domain. In the second, the Laplace transform is applied to both the equation of heat conduction derived in the first part and the equations of motions and their corresponding boundary conditions, which is referred to the transformed equation. Selections of interpolation functions dependent on only the space variable and an application of the weighted residual method to the coupled equation result in the necessary finite element matrices in the transformed domain. Finally, to prove the validity of two approaches, a comparison with one finite element equation and the other is made term by term.

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A study on the optimal variable transformation method to identify the correlation between ATP and APC (ATP와 APC 간의 관련성 규명을 위한 최적의 변수변환법에 관한 연구)

  • Moon, Hye-Kyung;Shin, Jae-Kyoung;Kim, Yang Sook
    • Journal of the Korean Data and Information Science Society
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    • v.27 no.6
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    • pp.1465-1475
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    • 2016
  • In order to secure safe meals, the hazards of microorganisms associated with food poisoning accident should be monitored and controlled in real situations. It is necessary to determined the correlation between existing common bacteria number (aerobic plate count; APC) and RLU (relative light unit) in cookware. In this paper, we investigate the correlation between ATP (RUL) and APC (CFU) by using three types of transform (inverse, square root, log transforms) of raw data in two steps. Among these transforms, the log transform at the first step has been found to be optimal for the data of cutting board, knife, soup bowl (stainless), and tray (carbon). The square root-inverse and the square root-square root transform at the second step have been shown to be optimal respectively for the cup and for the soup bowl (carbon) data.