• 제목/요약/키워드: Estimation error analysis

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A Study on Mobile Target Estimation Resolution using Effects of Model Errors and Sensitivity Analysis

  • Lee, Kwan Hyeong
    • International journal of advanced smart convergence
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    • 제2권1호
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    • pp.21-23
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    • 2013
  • The antenna pattern in this case has a main beam pointed in the desired signal direction, and has a null in the direction of the interference.The conventional antenna pattern concepts of beam width, side lobes, and main beams are not used, as the antenna weights are designed to achieve a set performance criterion such as maximization of the output SNR.A new direction of arrival estimation method using effects of model errors and sensitivity analysis is proposed. Two subspaces are used to form a signal space whose phase shift between the reference signal and its effects of model error signal. Through simulation, the performance showed that the proposed method leads to increased resolution and improved accuracy of DOA estimation relative to those achieved with existing method. Since a desired signal is obtained after interference rejection through correction effects of model error, the effect of channel interference on the estimation is significantly reduced.

Natural frequency error estimation for 3D brick elements

  • Stephen, D.B.;Steven, G.P.
    • Structural Engineering and Mechanics
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    • 제5권2호
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    • pp.137-148
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    • 1997
  • In computing eigenvalues for a large finite element system it has been observed that the eigenvalue extractors produce eigenvectors that are in some sense more accurate than their corresponding eigenvalues. From this observation the paper uses a patch type technique based on the eigenvector for one mesh quality to provide an eigenvalue error indicator. Tests show this indicator to be both accurate and reliable. This technique was first observed by Stephen and Steven for an error estimation for buckling and natural frequency of beams and two dimensional in-plane and out-of-plane structures. This paper produces and error indicator for the more difficult problem of three dimensional brick elements.

Error estimation for 2-D crack analysis by utilizing an enriched natural element method

  • Cho, J.R.
    • Structural Engineering and Mechanics
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    • 제76권4호
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    • pp.505-512
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    • 2020
  • This paper presents an error estimation technique for 2-D crack analysis by an enriched natural element (more exactly, enriched Petrov-Galerkin NEM). A bare solution was approximated by PG-NEM using Laplace interpolation functions. Meanwhile, an accurate quasi-exact solution was obtained by a combined use of enriched PG-NEM and the global patch recovery. The Laplace interpolation functions are enriched with the near-tip singular fields, and the approximate solution obtained by enriched PG-NEM was enhanced by the global patch recovery. The quantitative error amount is measured in terms of the energy norm, and the accuracy (i.e., the effective index) of the proposed method was evaluated using the errors which obtained by FEM using a very fine mesh. The error distribution was investigated by calculating the local element-wise errors, from which it has been found that the relative high errors occurs in the vicinity of crack tip. The differences between the enriched and non-enriched PG-NEMs have been investigated from the effective index, the error distribution, and the convergence rate. From the comparison, it has been justified that the enriched PG-NEM provides much more accurate error information than the non-enriched PG-NEM.

오차추정에 의한 순응형요소분할과 다단계 유한요소해석 (Adaptive Mesh Refinement and Multigrid FEM by Error Estimation)

  • 양박달치;황명연
    • 대한조선학회논문집
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    • 제33권1호
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    • pp.90-97
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    • 1996
  • 최적의 유한요소분할은 모든요소의 해석오차가 허용수준이내에 들고 균일하도록 함을 의미한다. 이러한 유한요소분할은 구조해석을 효율적으로 수행하기 위하여 필요하다. 최적요소분할을 위해서는 오차추정과 그 결과를 고려하여 요소분할을 수행할 수 있는 순응형 요소생성기법이 요구된다. 이러한 과정의 유한요소해석은 초기의 해석결과의 정보로 부터 해석오차를 추정하고 순응형 유한요소를 생성하여 다음단계의 유한요소해석을 효율적으로 수행 가능하게 한다. 본 연구에서는 유한요소해석 오차추정과 이를 다음 단계의 유한요소해석에 적응하는 다단계 유한요소해석기법 개발을 위한 기초연구를 수행하였다. 본 연구의 순응형 유한요소분할에는 삼각형요소를 사용하였고 해석 후 오차추정에는 응력투영법을 사용하였다. 또한 오차추정, 요소분할과 유한요소해석을 효율적으로 수행하는 다단계기법의 알고리즘을 제안하였다.

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채널추정 오류를 고려한 MISO Pre-Rake TDD-CDMA 시스템의 성능 (Performance for MISO Pre-Rake TDD-CDMA system with Channel Estimation Error)

  • 정인철
    • 한국위성정보통신학회논문지
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    • 제12권2호
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    • pp.104-111
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    • 2017
  • 복수의 안테나를 사용하는 Pre-Rake CDMA 시스템은 복잡한 RAKE 합성기를 수신기에서 사용하지 않아도 좋은 수신 성능을 얻을 수 있는 장점이 있다. 그러나 Pre-Rake 시스템은 채널 추정오류에 크게 영향을 받기 때문에 시스템 성능 평가에 있어서 채널추정 오류는 반드시 고려되어야 한다고 볼 수 있다. 본 논문에서는 채널추정오류를 가지는 MISO Pre-Rake CDMA 시스템을 이론적인 해석을 통하여 분석한 후 도출된 결과를 컴퓨터 시뮬레이션을 이용해 얻은 결과와 비교한다. 이론적인 해석결과로 볼 때, Pre-Rake 시스템의 성능은 진폭오류 보다는 위상오류에 의한 영향을 크게 받는 것으로 확인되었다.

신호 파라미터의 ML추정 기법에 대한 에러 밀도 함수모델에 관한 연구 II : 가우시안 및 임펄스 잡음 환경에의 적용 (Error Intensity Function Models for ML Estimation of Signal Parameter, Part II : Applications to Gaussian and Impulsive Noise Environments)

  • Kim, Joong Kyu
    • 전자공학회논문지B
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    • 제32B권1호
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    • pp.85-95
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    • 1995
  • The error intensity models for the ML estimation of a signal parameter have been developed in a companion paper [1]. While the methods described in [1] are applicable to any estimation problem with continuous parameters, our main application in this paper is the time delay estimation, and comparisons among the models derived in [1] (i.e. LC, LM, and ALM models)have been made. We first consider the case where only additive Gaussian noise is involved, and then the shot noise environment where coherent impulsive noise is also involved in addition to the Gaussian noise. We compare the models in terms of the probability of error, MSE(Mean Squared Error), and the computational complexity, which are the most important performance criteria in the analysis of parameter estimation. In conclusion, the ALM model turned out to be the most adequate model of all from the viewpoints of the criteria mentioned above.

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A modified Zienkiewicz-Zhu error estimator

  • Stephen, D.B.;Steven, G.P.
    • Structural Engineering and Mechanics
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    • 제4권1호
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    • pp.1-8
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    • 1996
  • A new error measure for a static finite element analysis is proposed. This error measure is a modification to the Zienkiewicz and Zhu energy norm. The new error estimator is a global error measure for the analysis and is independent of finite element model size and internal stresses, hence it is readily transportable to other error calculations. It is shown in this paper the the new error estimator also produces conservative error measurements, making it a suitable procedure to adopt in commerical packages.

Sparse 채널에서 최소평균오차 경계값 분석을 통한 채널 추정 기법의 성능 비교 (Performance evaluation of estimation methods based on analysis of mean square error bounds for the sparse channel)

  • 김현수;김재영;박건우;최영관;정재학
    • 한국위성정보통신학회논문지
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    • 제7권1호
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    • pp.53-58
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    • 2012
  • 본 논문에서는 sparse 채널에서 대표적인 채널 추정 기법들의 오차 성능을 비교 및 분석한다. 오차 성능을 비교하기 위해 크라머-라오 경계를 이용하여 최소평균자승오차 추정기법의 하한 경계를 구하고 이를 정합 추적 기법의 상한 경계와 분석한다. 분석 결과로부터 추정 탭 개수와 신호 대 잡음비에 따라 기존에 sparse 채널에서 효율적인 추정기법으로 알려진 정합 추적 기법보다 최소평균 자승오차 추정기법의 오차가 적을 수 있음을 보인다. 레일리이 페이딩 분포를 갖는 두 개의 sparse 채널에 대한 전산모의실험 결과 신호 대 잡음비에 따라 두 추정 기법의 오차 성능이 반전되는 경우를 보였다.

유사색 모집단을 이용한 개선된 분광 반사율 추정 (Advanced surface spectral-reflectance estimation using a population with similar colors)

  • 이철희;김태호;류명춘;오주환
    • 한국산업정보학회:학술대회논문집
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    • 한국산업정보학회 2001년도 춘계학술대회논문집:21세기 신지식정보의 창출
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    • pp.280-287
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    • 2001
  • The studies to estimate the surface spectral reflectance of an object have received widespread attention using the multi-spectral camera system. However, the multi-spectral camera system requires the additional color filter according to increment of the channel and system complexity is increased by multiple capture. Thus, this paper proposes an algorithm to reduce the estimation error of surface spectral reflectance with the conventional 3-band RGB camera. In the proposed method, adaptive principal components for each pixel are calculated by renewing the population of surface reflectances and the adaptive principal components can reduce estimation error of surface spectral reflectance of current pixel. To evacuate performance of the proposed estimation method, 3-band principal component analysis, 5-band wiener estimation method, and the proposed method are compared in the estimation experiment with the Macbeth ColorChecker. As a result, the proposed method showed a lower mean square ems between the estimated and the measured spectra compared to the conventional 3-band principal component analysis method and represented a similar or advanced estimation performance compared to the 5-band wiener method.

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