• 제목/요약/키워드: R-estimation

검색결과 2,071건 처리시간 0.031초

Verification of Two Least-Squares Methods for Estimating Center of Rotation Using Optical Marker Trajectory

  • Lee, Jung Keun
    • 센서학회지
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    • 제26권6호
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    • pp.371-378
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    • 2017
  • An accurate and robust estimation of center of rotation (CoR) using optical marker trajectory is crucial in human biomechanics. In this regard, the performances of the two prevailing least-squares methods, the Gamage and Lasenby (GL) method, and the Chang and Pollard (CP) method, are verified in this paper. While both methods are sphere-fitting approaches in closed form and require no tuning parameters, they have not been thoroughly verified by comparison of their estimation accuracies. Furthermore, while for both methods, results for stationary CoR locations are presented, cases for perturbed CoR locations have not been investigated for any of them. In this paper, the estimation performances of the GL method and CP method are investigated by varying the range of motion (RoM) and noise amount, for both stationary and perturbed CoR locations. The difference in the estimation performance according to the variation in the amount of noise and RoM was clearly shown for both methods. However, the CP method outperformed the GL method, as seen in results from both the simulated and the experimental data. Particularly, when the RoM is small, the GL method failed to estimate the appropriate CoR while the CP method reasonably maintained the accuracy. In addition, the CP method showed a considerably better predictability in CoR estimation for the perturbed CoR location data than the GL method. Accordingly, it may be concluded that the CP method is more suitable than the GL method for CoR estimation when RoM is limited and CoR location is perturbed.

R&D프로젝트군의 우선순위 결정을 위한 비용 - 상호효과 통합평가시스템 (A Evaluation System Integrating Cost-Cross Effects of Big Scale R&D Projects)

  • 권철신;이순천;박준호
    • 한국경영과학회지
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    • 제32권2호
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    • pp.163-175
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    • 2007
  • [ $ulcorner$ ]Cost-Effectiveness Analysis$\lrcorner$ has been wifely used to evaluate economic efficiency of R&D projects, but most of cost-effectiveness evaluation systems have some problems such as systematic method for setting and evaluating cost factors, estimation of single effect on each R&D project, and estimation of cross effects among R&D projects. To solve these problems, we have designed a new evaluation indicator called a $ulcorner$Cost-Cross Effect Integration Indicator$lrcorner$ including cross effects developed in this research. The major research findings are summarized as follows : (1) $ulcorner$Coist Estimation Model$lrcorner$, which estimates the cost factors divided into two classes of assembly product and system product and then integrates the total cost values, has been designed. (2) A new method for estimating parameters of cross effects among R&D projects has been developed. (3) $ulcorner$Cross Effects Estimation Model$lrcorner$ to estimate multi-effects and cross effects by completion time among several projects has been designed. (4) $ulcorner$Integration Estimation Indicator$lrcorner$ for setting priority on a project group has been extracted by combination of total cost value and total effect value.

장기기억 변동성 모형을 이용한 KOSPI 수익률의 Value-at-Risk의 추정 (Value-at-Risk Estimation of the KOSPI Returns by Employing Long-Memory Volatility Models)

  • 오정준;김성곤
    • 응용통계연구
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    • 제26권1호
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    • pp.163-185
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    • 2013
  • 본 논문에서는 장기기억 변동성 모형의 필요성을 Value-at-Risk(VaR) 추정의 관점에서 알아본다. 이를 위해, KOSPI 수익률의 VaR을 FIGARCH, FIEGACH와 같은 장기기억 변동성 모형과 GARCH, EGARCH와 같은 단기기억 변동성 모형을 적용하여 각각 추정한 후, 각 변동성 모형에 따른 추정의 적절성을 사후검증을 통하여 비교해 본다. 사후검증을 통해, KOSPI 수익률 과정이 장기기억 속성을 가짐을 확인할 수 있으며, 적절한 VaR의 추정을 위해서는 장기기억 변동성 모형을 적용하는 것이 필요함을 알 수 있다.

측정 ANOVA의 분산성분에 의한 게이지 R&R 추정 (Estimation of Gauge R&R by Variance Components of Measurement ANOVA)

  • 최성운
    • 대한안전경영과학회지
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    • 제12권1호
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    • pp.199-205
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    • 2010
  • The research proposes the three-factor random measurement models for estimating the precision about operator, part, tool, and various measurement environments. The combined model with crossed and nested factors is developed to analyze the approximate F test by degrees of freedom given by Satterthwaite and point estimation of precisions from expected mean square. The model developed in this paper can be extended to the three useful models according to the type of nested designs. The study also provides the three-step procedures to evaluate the measurement precisions using three indexes such as SNR(Signal-To-Noise Ratio), R&R TR(Reproducibility&Repeatability-To-Total Precision Ratio), and PTR(Precision-To-Tolerance Ratio), The procedures include the identification of resolution, the improvement of R&R reduction, and the evaluation of precision effect.

점과정 기법을 이용한 VaR추정의 성과 (Performance of VaR Estimation Using Point Process Approach)

  • 여성칠;문성주
    • 응용통계연구
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    • 제23권3호
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    • pp.471-485
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    • 2010
  • 금융위험의 위험관리를 위한 도구로서 현재 VaR가 널리 이용되고 있다. VaR의 측정은 사용의 편리상 정규분포를 가정하여 이루어져 왔으나 좀 더 정확한 VaR의 산출을 위해 최근 극단치이론을 이용한 추정방법이 관심을 끌고 있다. 지금까지 극단치이론을 이용하여 VaR의 추정을 위한 확률모형에는 주로 GEV모형과 GPD모형이 사용되고 있다. 본 논문에서는 기존의 EV모형이 갖는 문제점들을 극복하고 좀 더 정확한 VaR를 측정하기위한 노력으로 PP모형을 제시하였다. PP모형은 확률과정의 관점에서 GEV모형과 GPD모형을 포괄하는 모형으로서 기존의 EV모형을 일반화시키는 모형이라고 할 수 있다. PP모형이 기존의 정규분포와 두 EV모형에 비해 VaR추정의 성과가 우수함을 실증분석을 통해 보여주었다.

음성 신호를 이용한 시간지연 추정에 미치는 영향들에 관한 연구 (Factors for Speech Signal Time Delay Estimation)

  • 권병호;박영진;박윤식
    • 한국소음진동공학회논문집
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    • 제18권8호
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    • pp.823-831
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    • 2008
  • Since it needs the light computational load and small database, sound source localization method using time delay of arrival(TDOA method) is applied at many research fields such as a robot auditory system, teleconferencing and so on. Researches for time delay estimation, which is the most important thing of TDOA method, had been studied broadly. However studies about factors for time delay estimation are insufficient, especially in case of real environment application. In 1997, Brandstein and Silverman announced that performance of time delay estimation deteriorates as reverberant time of room increases. Even though reverberant time of room is same, performance of estimation is different as the specific part of signals. In order to know that reason, we studied and analyzed the factors for time delay estimation using speech signal and room impulse response. In result, we can know that performance of time delay estimation is changed by different R/D ratio and signal characteristics in spite of same reverberant time. Also, we define the performance index(PI) to show a similar tendency to R/D ratio, and propose the method to improve the performance of time delay estimation with PI.

다변인회귀분석법과 Gustafson 방법에 의한 연령감정 정확도의 비교연구 (Comparative Study of Age Estimation Accuracy in Gustafsonss Method and Prediction Formula by Multiple Regression)

  • 곽경환;김종열
    • Journal of Oral Medicine and Pain
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    • 제10권1호
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    • pp.73-89
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    • 1985
  • This study comprised 157 extracted teeth, 73 of the teeth originated from mates and 84 from females, the age range was 12-79 years. The correlation coefficient of each Gustafson's criteria in relation to age was carried out. Age estimation were performed on 157 teeth according to the method by Gustafson and by use of multiple regression, as used by Johanson, after evaluating the six criteria of Gustafson by multiple regression computer analysis. Two prediction formulas and standard deviations were compared with each other. The results were as follows : 1. The author found that six Gustafson's criteria had strong correlation with age except root resorption, and correlation coefficients were r = 0.79 (Transparent dentin), r=0.72 (Secondary dentin), r 0.69 (Periodontal change), r=0.63(Attrition), r = 0.39 (Root resorption), respecti vely. 2. The age estimation formula by Gustafson's method was calculated as follows: Y 8.88 + 3.52X r =0.87, r2 = 0.76, SD = 8.18, F = 483.56, P < 0.01 The age estimation formula by multiple regression was calculated as follows: Y 8.57 + 6.37T + 6.37T + 4.63P + 2.70S + 2.40C + 3.08A + 1.34R r= 0.89, r2 = 0.78, SD = 7.82, F = 91.62, P < 0.01, Durbin-Watson Coefficient = 1.09 3. In comparison of two estimation formulas, the formula by multiple regression, the method of Johanson, was found to be slightly more reliable than Gustafson's method. Gustafson's method SD = 8.18, Multiple regression (Johanson's method) SD = 7.82 4. It was reaffirmed that Gustafson's six criteria could be a independent variable in multiple regression analysis.

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비행정보를 이용한 흡입구의 공기유량 추정 및 불확도 평가 (Estimation and Uncertainty Evaluation on Mass Flow Rate of Air Intake by Using Air Data)

  • 박익수;박정우;기태석;최진;이주영
    • 한국추진공학회지
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    • 제22권3호
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    • pp.14-20
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    • 2018
  • 초고속 엔진을 제어하는데 필요한 엔진으로 유입되는 공기유량의 추정기법에 대해 제안하였다. 비행 중 획득 가능한 정보를 활용하기 위하여 공기유량 계산식을 비행 중 측정 가능한 변수로 변경하였고, 추정 정확도에 대한 각각 변수의 기여도를 평가하였다. 제안한 추정식은 간단한 형태로 변형하였고, 측정 불확도를 분석하였다. 아울러 센서의 오차에 따른 민감도 분석을 통하여 공기유량 추정 기법 선택을 위한 참고자료를 제시하였다.

A Fast and Low-complexity Motion Estimation for HEVC

  • 김성오;박찬식;전형주;김재문
    • 한국방송∙미디어공학회:학술대회논문집
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    • 한국방송공학회 2013년도 하계학술대회
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    • pp.173-175
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    • 2013
  • In this paper, we propose a fast and low-complexity Motion Estimation (ME) algorithm for High Efficiency Video Coding (HEVC). Motion estimation occupies 77~81% of the amount of computation in HEVC. After all, the main key of codec implementation is to find a fast and low-complexity motion estimation algorithm and architecture. The proposed algorithm uses only 1% of the amount of operations compared to full search algorithm while maintaining compression performance with slight loss of 0.6% (BDBR).

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Simultaneous Estimation of the Speed and the Secondary Resistance under the Transient State of Induction Motor

  • Akatsu, Kan;Kawamura, Atsuo
    • 전력전자학회:학술대회논문집
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    • 전력전자학회 1998년도 Proceedings ICPE 98 1998 International Conference on Power Electronics
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    • pp.298-303
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    • 1998
  • In the speed sensorless control of the induction motor, the machine parameters (especially the secondary resistance R2) have a strong influence to the speed estimation. It is known that the simultaneous estimation of the speed and R2 is impossible in the slip frequency type vector control, because the secondary flux is constant. But the secondary flux is not always constant in the speed transient state. In this paper the R2 estimation in the transient state without adding any additional signal to the stator current is proposed. This algorithm uses the least mean square algorithm and the adaptive algorithm, and it is possible to estimate the R2 exactly. This algorithm is verified by the digital simulations and the experiments.

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