• Title/Summary/Keyword: estimation method

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A Parameter Estimation Method of Multiple Time Interval for Low Frequency Oscillation Analysis (저주파진동 해석을 위한 다구간 파라미터 추정 방법)

  • Shim, Kwan-Shik;Kim, Sang-Tae;Choi, Joon-Ho;Nam, Hae-Kon;Ahn, Seon-Ju
    • The Transactions of The Korean Institute of Electrical Engineers
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    • v.63 no.7
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    • pp.875-882
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    • 2014
  • In this paper, we propose a new parameter estimation method that can deal with the data of multiple time intervals simultaneously. If there are common modes in the multiple time intervals, it is possible to create a new polynomial by summing the coefficients of the prediction error polynomials of each time interval. By calculating the roots of the new polynomial, it is possible to estimate the common modes that exist in each time interval. The accuracy of the proposed parameter estimation method has been proven by using appropriate test signals.

A Study of Business Cycle Index Using Dynamic Factor Model (동태적 요인모형을 이용한 경기동행지수 개발에 관한 연구)

  • Na, In-Gang;Sonn, Yang-Hoon
    • Environmental and Resource Economics Review
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    • v.9 no.5
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    • pp.903-924
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    • 2000
  • This paper examines the alternative method to measure the state of overall economic activity. The macroeconomic variables, used for business cycle, take more than a month after a period for collection and aggregation. The electricity generation data is compiled in mechanical ways just after the period. Based on this fact, we develop the two stage estimation method for coincident economic indicators in order to detect the business cycle in an earlier period, using Stock-Watson's Dynamic Factor Model. Using monthly data from 1970 to 1999, it is found that the experimental coincidence economic indicators are well-fitted to data and also that the estimates of two stage estimation method have good explanatory power, equivalent to the experimental coincidence economic indicators. While the RMSE of coincidence economic indicators is found to be 1.27%, that of the experimental coincidence economic indicators is found to be 1.31% and that of the two stage estimation method is around 1.44%. If we take consideration into the fact that it measures the business cycle in one month earlier, we come to the conclusion that the two stage estimation is of great use.

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A Study on The State Estimation of The Time-Invariant Linear Systems via The Improved Parameter Estimation Method for The Block Pulse Coefficients (개선된 블록 펄스 계수 추정 기법을 이용한 선형 시불변계의 상태 추정에 관한 연구)

  • Kim, Tai-Hoon;Kim, Jin-Tae;Chung, Je-Wook;Sim, Jae-Seon
    • The Transactions of the Korean Institute of Electrical Engineers D
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    • v.51 no.4
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    • pp.137-143
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    • 2002
  • Because Block Pulse functions are used in a variety of fields such as the analysis and controller design of systems, it is necessary to find the more exact value of the Block Pulse series coefficients. This paper presents a method for the state estimation of the time-invariant linear systems via the improved estimation method for the Block Pulse coefficients by using the Simpson's rule. The proposed method using the Simpson's rule improve the accuracy of the Block Pulse coefficients.

Gaze Direction Estimation Method Using Support Vector Machines (SVMs) (Support Vector Machines을 이용한 시선 방향 추정방법)

  • Liu, Jing;Woo, Kyung-Haeng;Choi, Won-Ho
    • Journal of Institute of Control, Robotics and Systems
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    • v.15 no.4
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    • pp.379-384
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    • 2009
  • A human gaze detection and tracing method is importantly required for HMI(Human-Machine-Interface) like a Human-Serving robot. This paper proposed a novel three-dimension (3D) human gaze estimation method by using a face recognition, an orientation estimation and SVMs (Support Vector Machines). 2,400 images with the pan orientation range of $-90^{\circ}{\sim}90^{\circ}$ and tilt range of $-40^{\circ}{\sim}70^{\circ}$ with intervals unit of $10^{\circ}$ were used. A stereo camera was used to obtain the global coordinate of the center point between eyes and Gabor filter banks of horizontal and vertical orientation with 4 scales were used to extract the facial features. The experiment result shows that the error rate of proposed method is much improved than Liddell's.

A Fast Harmonic Estimation Method for Low Bit Rate Harmonic Speech Coders

  • Park, Yong-Soo;Youn, Dae-Hee;Kang, Tae-lk
    • The Journal of the Acoustical Society of Korea
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    • v.20 no.4E
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    • pp.24-30
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    • 2001
  • This paper describes a fast harmonic estimation, referred to as Delta Adjustment (DA), using a low resolution pitch. The presented DA method is based on modification of the Generalized Dual Excitation (GDE) technique[1] which was proposed to improve speech enhancement performance. We introduce the GDE technique and modify it to be suitable for low bit rate harmonic coding that uses only an integer pitch estimate. Unlike the GDE, the DA matches a frequency-warped version of the original spectrum that conforms to a fixed pitch at all harmonic bands. In addition, complexity and performance of the presented method are described in comparison with those of the conventional Fractional Pitch (FP) based harmonic estimation. Experimental results showed that the DA algorithm significantly reduces the complexity of the FP method while maintaining the performance.

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A Study on Murayama따s method for Estimation of Settlements due to Local Yielding in Granular Media (사질토내의 국부침하에 따른 식반변위의 무라야마(촌산)산정식에 대한 연구)

  • 홍성완
    • Geotechnical Engineering
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    • v.2 no.2
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    • pp.47-60
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    • 1986
  • The problem of ground settlements due to the construction of underground structures was considered. Various equations based on theoretical, experimental, and empirical estimation methods were reviewed. A method suggested by Murayama was presented In detail. The comparison of estimation by Murayama's method with the results of a series of model tunnel tests showed reasonable agreements. It was concluded that, despite of some limitations, Murayama's method might be useful for tile first·time estimation of ground settlements due to the construction of tunnels through granular soils in field conditions.

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Temperature Measurement of Silicon Wafers Using Phase Estimation of Acoustic Wave (음향파의 위상 추정을 이용한 실리콘 웨이퍼의 온도 측정)

  • Joonhyuk Kang;Lee, Seokwon
    • The Transactions of the Korean Institute of Electrical Engineers C
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    • v.52 no.11
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    • pp.493-495
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    • 2003
  • Accurate temperature measurement is a key factor to implement the rapid thermal processing(RTP). A temperature estimation method using acoustic wave has been proposed to overcome the inaccuracy and contamination problem of the previous methods. The proposed method, however, may suffer from the offset and low resolution problem since it is implemented in the time domain. This paper presents a temperature estimation method using the phase detection of acoustic wave. Based on the frequency domain approach, the proposed technique increases the resolution of the measured temperature and reduces the effect of noise. We investigate the performance of the proposed method via experiments.

Performance Improvement in GPS Attitude Determination Using Unscented Kalman Filters (GPS를 이용한 자세결정에서 Unscented Kalman Filter를 이용한 성능 향상)

  • Chun Sebum;Lee Eunsung;Kang Taesam;Jee Gyu-In;Lee Young Jae
    • Journal of Institute of Control, Robotics and Systems
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    • v.11 no.7
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    • pp.621-626
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    • 2005
  • With precise GPS carrier positioning result, we can get attitude information if GPS antenna has adequate attaching position on the vehicle. In this case, baseline length information can be bandied as an additional measurement or constraint. In this paper, we have proposed a method to improve the attitude accuracy. To overcome nonlinearity of baseline observation model, we analyze attitude estimation result using existing estimation method like a least square method and Kalman filter, and apply a new nonlinear estimation method an unscented Kalman filter Finally we confirm the improvement of attitude estimation result in the case of appling the unscented Kalman filter.

Range image reconstruction based on multiresolution surface parameter estimation (다해상도 면 파라미터 추정을 이용한 거리영상 복원)

  • 장인수;박래홍
    • Journal of the Korean Institute of Telematics and Electronics S
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    • v.34S no.6
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    • pp.58-66
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    • 1997
  • This paper proposes a multiresolution surface parameter estimation method for range images. Based on robust estimation of surface parameters, it approximates a patch to a planar surface in the locally adaptive window. Selection of resolution is made pixelwise by comparing a locally computed homogeneity measure with th eglobal threshold determined by te distribution of the approximation error. The proposed multiresolution surface parameter estimation method is applied to range image reconstruction. Computer simulation results with noisy rnag eimages contaminated by additive gaussian noise and impulse noise show that the proposed multiresolution reconstruction method well preserves step and roof edges compared with the conventional methods. Also the segmentation method based on the estimated surface parameters is shown to be robust to noise.

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Estimation of Denominators- a New Approach for Calculating of Various Rates in Cancer Registries

  • Haroon, A.S.;Gupta, S.M.;Tyagi, B.B.;Farhat, J.
    • Asian Pacific Journal of Cancer Prevention
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    • v.13 no.7
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    • pp.3229-3232
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    • 2012
  • In this study, cancer incidence data were assessed to provide various rates of five year age groups for a given year, lying between two census years. The individual exponential growth rate method is most useful in both population-based and non-population cased cancer registries in India to estimate the population by five yearly age groups and also find the rates of crude rates, age standard rates and cumulative rates. This method has been shown to endure from bias and often results sacrificing the overall growth rate and correction factor must be needful in five year age group population to maintain it. A second method, the difference distribution method is also able to maintain the overall growth rate and overcome the bias in estimation of five yearly age group populations. From this point of view these methods serving a new technique for population estimation by five yearly age groups for inter census years.