• Title/Summary/Keyword: Parameter update

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Derivation of Radiometric Calibration Coefficients for KOMPSAT-3A Mid-wave Infrared Data Using a Radiative Transfer Model: An Exploratory Example (복사전달모델을 이용한 KOMPSAT-3A 중적외선 데이터의 복사보정계수 산출: 탐구적 사례)

  • Kim, Yongseung
    • Korean Journal of Remote Sensing
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    • v.36 no.6_2
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    • pp.1629-1634
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    • 2020
  • It is essential to convert the Digital Number (DN) measured from Earth observing satellites into the physical parameter of radiance when deriving the geophysical parameter such as surface temperature in the satellite data processing. The purpose of this study is to update the DN·Radiance equation established from lab measurements, using the KOMPSAT-3A mid-wave infrared data and the MODTRAN radiative transfer model. Results of this study show that the improved DN·Radiance equation allows us to produce the realistic values of radiance. We expect in the forthcoming study that the radiances calculated as such should be more quantitatively validated with the use of relevant in-situ measurements and a radiative transfer model.

A New Arithmetic Algorithm and Hardware Architecture for Computer Generated Hologram (컴퓨터 생성 홀로그램을 위한 새로운 연산 알고리즘 및 하드웨어 구조)

  • Seo, Young-Ho;Choi, Hyun-Jun;Yoo, Ji-Sang;Kim, Dong-Wook
    • Proceedings of the Korean Society of Broadcast Engineers Conference
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    • 2010.11a
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    • pp.302-303
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    • 2010
  • 본 논문에서는 고속으로 홀로그램을 생성하기 위해 새로운 컴퓨터 생성 홀로그램(computer-generated hologram, CGH) 수식을 제안하고, 셀 기반의 VLSI(very large scale integrated circuit) 구조를 제안하였다. 기본 CGH 수식에서 가로 또는 세로 방향의 연산 규칙을 찾아낸 후 가로 또는 세로 방향의 홀로그램 화소를 병렬적으로 구할 수 있는 수식을 유도하였다. 제안한 수식을 바탕으로 초기 파라미터 연산기(initial parameter calculator)와 업데이트-위상 연산기(update-phase calculator)로 구성된 CGH 셀의 구조를 제안하고 하드웨어로 구현하였다. 수식의 변형을 통해서 하드웨어를 간략화 시킬 수 있었고, CGH의 확장을 통해 가로 방향으로 병렬화시킬 수 있는 하드웨어 구조도 보였다. 실험에서는 하드웨어에 사용된 자원을 분석하였다. CGH 커널과 프로세서의 구조는 이전 연구에서 사용된 플랫폼을 그대로 사용하였다.

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A Study on the Robustness of a Direct Adaptive Pole-placement Controller (직접 적응 극배치 제어기의 강인성에 관한 연구)

  • Kim, Young-Jin;Kim, Eung-Seok;Yang, Hai-Won
    • Proceedings of the KIEE Conference
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    • 1991.07a
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    • pp.666-669
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    • 1991
  • This paper deals with the robustness of a direct adaptive pole-placement control algorithm for continuous time plants with unmodeled dynamics. In this paper, least squares method is used for controller parameter adaptation and covariance matrix update equation is modified by normalizing signal to guarantee the boundedness of all signals in the closed loop system. In the proposed algorithm, no a priori knowledge is required and it is shown that persistence of excitation condition is required to ensure the stability of the closed loop system.

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A Covariance Type ARMA Fast Transversal Filter (공분산형 ARMA 고속 Transversal 필터에 관한 연구)

  • Lee, Chul-Heui;Jang, Young-Soo
    • The Journal of the Acoustical Society of Korea
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    • v.11 no.1
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    • pp.67-79
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    • 1992
  • For effective on-line ARMA parameter estimation, a covariance type ARMA fast transversal filter (FTF) algorithm is presented. The proposed algorithm is a covariance type implementation of ELS(Extended Least Squares) estimator and it is a fast time update recursion which is based on the fact that the correlation matrix of ARMA model satisfies the shift invariance property in each sub-block. The geometric approach is used in the derivation of the proposed algorithm. It takes small computational burden of 13N+37 MADPR(Multiplication And Division Per Recursion). Also, AR and MA orders can be independetly and arbitrarily specified.

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The Ground Vibration Test on an Aircraft and FE Model Update (항공기 지상 진동 시험 및 동특성 모델의 개선)

  • 유홍주;변관화;박금룡
    • Journal of KSNVE
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    • v.8 no.4
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    • pp.690-699
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    • 1998
  • This paper discusses the techniques, procedures and the results of the ground vibration test(GVT) performed on the development aircraft and the simple procedure of FE model updating technique from the GVT results. The GVT was carried out using random excitation technique with MIMO(Multi-Input-Multi-Output) data acquistion method, and taking full advantage of poly-reference global parameter estimation technique to identify the vibration modes. In dynamic FE modeling, the aircraft was represented by beam elements and all dynamic analysis was performed using MSC/NASTRAN for this model. In updating procedure, the stiffness of the beam model was adjusted iteratively so as to get the natural frequencies and mode shapes close to the GVT results.

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Estimation of vehicle parameters using GPS/INS (GPS/INS 를 이용한 차량의 파라미터 추정)

  • Park, Gun-Hong;Chang, Yu-Shin;Ryu, Jae-Heon;Park, Seok-Hyun;Lee, Chun-Han;Hong, Sin-Pyo;Lee, Man-Hyung
    • Proceedings of the KSME Conference
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    • 2003.11a
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    • pp.1524-1529
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    • 2003
  • In this paper deals with a unique method for measuring vehicle states such as body sideslip angle and tire sideslip angle using GPS velocity information in conjunction with other sensors. A method for integrating Inertial Navigation System (INS) sensors with GPS measurements to provide higher update rate estimates of the vehicle states is presented, and the method can be used to estimate the tire cornering stiffness. The experimental results for the GPS velocity-based sideslip angle measurement and cornering stiffness estimates are compared with the theoretical predictions. From the experimental results, it can be concluded that the proposed method has an advantage for future implementation in a vehicle safety system.

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Modeling of Classifiers by Simple Kernel Update (단순한 커널 갱신을 통한 분류기의 설계)

  • Noh Yung-Kyun;Kim Cheong-Tag;Zhang Byoung-Tak
    • Proceedings of the Korean Information Science Society Conference
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    • 2006.06a
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    • pp.79-81
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    • 2006
  • 커널(Kernel)을 이용한 분류 방법은 넓은 마진(large margin) 분류기로서 SVM(Support Vector Machine)을 주로 사용하게 된다 하지만, 이 방법은 라그랑제 파라미터(Lagrange Parameter)의 최적화 과정을 포함함으로써 학습 과정을 쉽지 않게 만든다. 이 최적화 과정은 특히 DNA computing과 같은 단순한 과정의 설계를 통해 결과를 얻어야 하는 새로운 계산 모델에 커널을 적용하고자 했을 경우 큰 장벽이 된다. 본 논문에서는 넓은 마진을 목표로 하는 최적화 과정이 아닌 다른 라벨(label)의 데이터간의 경계 파악을 위한 간단한 커널 갱신 방법의 도입을 통해 분류기를 설계한다. 이 방법을 가우시안 커널에 적용시켜 본 결과, 반복을 통해 데이터의 구조를 찾아갈 수 있는 특성을 보여주며, 결국 넓은 마진의 최적화된 파라미터를 찾게 됨을 보여준다. 본 논문에서는 이 최적화 방법을 DNA 분자를 이용한 커널 생성 모델인 DNA 커널에 적용시켰을 때 잘 알려진 AML/ALL 데이터를 잘 분류해 냄을 보여준다.

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MINNs for FE model updating of a steel box girder bridge (강박스 거더교의 FE 모델 개선을 위한 평균값 반복 신경망)

  • Vu, Thuy Dung;Cui, Jintao;Kim, Doo-Kie;Koo, Ki-Young
    • Proceedings of the Computational Structural Engineering Institute Conference
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    • 2011.04a
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    • pp.57-60
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    • 2011
  • Updating model parameters are required in order to simulate the actual behavior of the dynamic structure. A new strategy, mean-iterative neural networks (MINNs) has been proposed in this paper for model parameter updating of a steel box girder bridge. With new strategy for structural dynamic model updating, it offers many advantages such as potential savings of computational effort, more consistent in reaching convergence. The dynamic response obtained from the experimental test on a two span continuous bridge is used as the target for model updating. And the presented algorithm is applied to update the model parameters. These results show a good possible of using MINNs in practice for dynamic model updating.

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An Implementation and Design of Active Noise Control System in the Complex Frequency (복합주파수에서 능동소음제어 시스템의 설계와 구현)

  • 구춘근;이상철
    • The Transactions of the Korean Institute of Electrical Engineers P
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    • v.50 no.3
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    • pp.130-137
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    • 2001
  • In this paper, we propose a new Active Noise Filter Control System which operate as a control performance when a adaptive filter fault. In this system, half-fixed filter which is new filter, connected to parallel with adaptive filter. An adaptive filler use to continuous parameter estimating, but adaptive filter is fault, half-fixed filter update newly data which is continuous estimating date each during sampling period. We simulate and apply the proposed active noise filter system to in the cylinder type duct. Experimental results show that proposed Active Noise Filter Control System has better control performance than existing filter which Eriksson's or Parallel Filter System in term of noise reduction.

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A Study on Warranty and Quality Assurance Model for Guided Missiles Based on Storage Reliability (저장신뢰도 기반의 유도탄 품질보증모델에 대한 연구)

  • Jung, Sanghoon;Lee, Sangbok
    • Journal of Applied Reliability
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    • v.17 no.2
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    • pp.83-91
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    • 2017
  • Purpose: The purpose of this study is to develop a quality assurance model and to determine appropriate warranty period for a guided missile using its field data. Methods: 10 years of actual firing data is collected from the defense industry company and military. Parametric maximum likelihood estimation for a reliability function is determined with the data. Results: The reliability function estimates average lifetime of the missile. That function shows a user requirement, 80% reliability (lifetime) is come up when 8 years have passed, which is longer than the estimates in the missile's development phase. Conclusion: Quality assurance warranty for a guided missile must be established with actual test data. It is necessary to update and modify the reliability prediction and the warranty period with actual field test data.