• Title/Summary/Keyword: Minimum Variance

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Self-Tuning Control of Multivariable System (다변수 시스템의 자기동조제어)

  • Bae, Jong-Il;Lee, Dong-Cheol
    • Proceedings of the KIEE Conference
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    • 1998.07b
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    • pp.592-594
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    • 1998
  • In the single-input and single-output system, the parameter of plant is scalar polynomial, but in the multiple input and multiple output, it accompanies, being matrix polynomial, the consideration of observable conrolability index or problems of non-commutation in matrix polynomial as well as degree, and it is more complex to deal with. Therefore, it is thought that a full reserach on the single-input and single-output system is not made. This reserach propose that problems of minimum variance self-tuning regulator of multivariable system and pole placement self-tuning regulator.

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Performance Analysis of the Image Segmentation Using an Intensity Histogram (밝기분포도를 이용한 영상영역화의 성능분석)

  • 김경수;이상욱
    • Journal of the Korean Institute of Telematics and Electronics
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    • v.24 no.3
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    • pp.504-509
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    • 1987
  • In this paper a characteristics of image which can be segmented based on the thresholding technique using a histogram was investigated employing 3 parameters: the variance of pixel value, the average mean difference between target and background and the target size. The threshold value for the histogram segmentation was determined by applying the hypothesis testing theory. The performance of the selected threshold was evaluated by computing a probability of error. Since a priori probability can be easily obtained from the histogram, it was found that the Bayes decision rule which theoretically guarantees the minimum probability of error works better than the minimax criterion rule.

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A Study on EMG Signal Processing Using Linear Prediction (선형예측을 이용한 EMG 신호처리에 관한 연구)

  • ;邊潤植;李建基
    • Journal of the Korean Institute of Telematics and Electronics
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    • v.24 no.2
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    • pp.280-291
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    • 1987
  • In this paper, the linear autoregressive model of EMG signal for four basic arm functions was presented and parameters for each function were estimated. The signal identification was carried out using function discrimination algorithm. It was validated that EMG signal was a widesense stationary process and the linear autoregressive model of EMG signal was constructed through approximating it to Gaussian process. It was confined that Levinson-Durbin algoridthm is a more appropriate one than the recursive least square method for parameter estimation of the linear model. Optimal function discrimination was acquired when sampling frequency was 500Hz and two electrodes were attached to bicep and tricep muscle, respectively. Parameter values were independent of variance and the number of minimum data for function discrimination was 200. Bayesian discrimination method turned out to be a better one than parallel filtering method for functional discrimination recognition.

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A Study on Developing Speaker Recognition System In Driving Car Environment (자동차 주행 환경에서의 화자인식 시스템 개발에 관한 연구)

  • Yang, Joon-Young;Chang, Joon-Hyuk;Lee, Chang Won;Park, Ki-Hee
    • Proceedings of the Korea Information Processing Society Conference
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    • 2017.11a
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    • pp.934-936
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    • 2017
  • 화자인식 기술은 등록된 화자 목록 내 화자 또는 사칭 화자의 발화로부터 발화자를 식별하는 기술로써, 음성 소스를 기반으로 동작하는 디바이스의 개인화를 위해 필요한 기술이다. 본 논문에서는 차량 잡음이 존재하는 자동차 주행 환경을 타겟으로 하는 화자인식 시스템 개발 방법을 제안한다. 차량 잡음에 의해 오염된 음성신호로부터 잡음 성분을 제거하기 위해 parametric multi-channel Wiener filter (PWMF)를 이용하여 실험한 결과, 남성화자 조건에서는 PMWF의 내부 파라미터 조절을 통해 필터를 minimum variance distortionless response (MVDR) 빔포머로 동작하도록 설정하였을 때, 여성화자 조건에서는 잡음을 제거하지 않았을 때 가장 낮은 동일오류율을 보임을 확인할 수 있었다.

Interference Elimination Using Double Constraints Method on the Beamforming System (이중의 제한조건을 사용하는 빔형성 방법)

  • Ryu, Kil-Hyen;Kim, Kwang-Tae
    • Journal of the Institute of Electronics Engineers of Korea TC
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    • v.47 no.9
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    • pp.9-13
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    • 2010
  • In this thesis, we develop and analyze the beamforming algorithm which has two constraints to combat the signal cancellations. Through the simulation results, it is shown that the proposed scheme is more efficient compared with the spatial averaging method for preventing signal cancellation and eliminating interfering signal.

Classification and Characteristics of the Lower Body Type of Elderly Women (노년여성의 하반신 체형분류 및 특성)

  • 남윤자;최인순
    • The Research Journal of the Costume Culture
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    • v.7 no.1
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    • pp.154-164
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    • 1999
  • The purpose of this study is to provide total information for elderly women\`s clothing construction by classifying and analyzing the characteristics of their lower body types. Three hundred three subjects, between the ages of 60 and 82, were chosen. The data were collected from 37 anthropometric measurements of each subject and analyzed by the multivariate method. Through the factor analysis of principal component model, eight factors were extracted from anthropometric measurements. The most important factors were obesity, vertical size, and shape of below waistline to hip. The subjects were classified into 5 types according to cluster analysis by Ward\`s minimum variance method. The dominent types were type 1, 2. The chracteristics of type 1 are average height and sized tyoes, a greater difference between hip and waist. The charateristics of type 2 are shorter height and comparatively fat types, fatness of the waist and abdomen.

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On the Minimax Disparity Obtaining OWA Operator Weights

  • Hong, Dug-Hun
    • Journal of the Korean Institute of Intelligent Systems
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    • v.19 no.2
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    • pp.273-278
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    • 2009
  • The determination of the associated weights in the theory of ordered weighted averaging (OWA) operators is one of the important issue. Recently, Wang and Parkan [Information Sciences 175 (2005) 20-29] proposed a minimax disparity approach for obtaining OWA operator weights and the approach is based on the solution of a linear program (LP) model for a given degree of orness. Recently, Liu [International Journal of Approximate Reasoning, accepted] showed that the minimum variance OWA problem of Fuller and Majlender [Fuzzy Sets and Systems 136 (2003) 203-215] and the minimax disparity OWA problem of Wang and Parkan always produce the same weight vector using the dual theory of linear programming. In this paper, we give an improved proof of the minimax disparity problem of Wang and Parkan while Liu's method is rather complicated. Our method gives the exact optimum solution of OWA operator weights for all levels of orness, $0\leq\alpha\leq1$, whose values are piecewise linear and continuous functions of $\alpha$.

A hierarchical approach to state estimation of time-varying linear systems via block pulse function (블럭펄스함수를 이용한 시스템 상태추정의 계층별접근에 관한 연구)

  • 안두수;안비오;임윤식;이재춘
    • The Transactions of the Korean Institute of Electrical Engineers
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    • v.45 no.3
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    • pp.399-406
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    • 1996
  • This paper presents a method of hierarchical state estimation of the time-varying linear systems via Block-pulse function(BPF). When we estimate the state of the systems where noise is considered, it is very difficult to obtain the solutions because minimum error variance matrix having a form of matrix nonlinear differential equations is included in the filter gain calculation. Therefore, hierarchical approach is adapted to transpose matrix nonlinear differential equations to a sum of low order state space equation from and Block-pulse functions are used for solving each low order state space equation in the form of simple and recursive algebraic equation. We believe that presented methods are very attractive nd proper for state estimation of time-varying linear systems on account of its simplicity and computational convenience. (author). 13 refs., 10 figs.

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Non-uniform Linear Microphone Array Based Source Separation for Broadcasting Audio Content Production (방송용 오디오 콘텐츠 제작을 위한 비균등 선형 마이크로폰 어레이 기반의 음원분리 방법)

  • Chun, Chan Jun;Kim, Hong Kook
    • Proceedings of the Korean Society of Broadcast Engineers Conference
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    • 2015.11a
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    • pp.21-22
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    • 2015
  • 현재 UHDTV (Ultra-High-Definition TV) 시대에 사용될 멀티미디어 부호화로 MPEG-H를 표준화로 진행하고 있다. 향후 방송용 오디오 콘텐츠는 채널 오디오 콘텐츠에서 진화하여 객체 오디오 콘텐츠까지도 필요하게 된다. 이에 따라, 본 논문에서는 고품질의 방송용 오디오 콘텐츠를 제작하기 위한 비균등 선형 마이크로폰 어레이 기반의 음원분리 방법을 제안한다. 제안된 방법은 주어진 어레이 배치에 따라 채널간의 시간차를 분석하고, 이에 따른 객체 오디오 생성을 위한 음원분리 기술을 적용한다. 제안된 기법의 성능을 검증하기 위하여 음원분리도를 측정하였고, MVDR (Minimum Variance Distortionless Response) 빔형성기와 성능을 비교하였다. 비교 결과, 제안된 기법이 MVDR 빔형성기에 비하여 12.8% 높은 음원분리도 수치를 나타낸 것을 확인하였다.

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