• Title/Summary/Keyword: Correlation model

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ATSC Digital Television Signal Detection with Spectral Correlation Density

  • Yoo, Do-Sik;Lim, Jongtae;Kang, Min-Hong
    • Journal of Communications and Networks
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    • v.16 no.6
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    • pp.600-612
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    • 2014
  • In this paper, we consider the problem of spectrum sensing for advanced television systems committee (ATSC) digital television (DTV) signal detection. To exploit the cyclostationarity of the ATSC DTV signals, we employ spectral correlation density (SCD) as the decision statistic and propose an optimal detection algorithm. The major difficulty is in obtaining the probability distribution functions of the SCD. To overcome the difficulty, we probabilistically model the pilot frequency location and employ Gaussian approximation for the SCD distribution. Then, we obtain a practically implementable detection algorithm that outperforms the industry leading systems by 2-3 dB. We also propose various techniques that greatly reduce the system complexity with performance degradation by only a few tenths of decibels. Finally, we show how robust the system is to the estimation errors of the noise power spectral density level and the probability distribution of the pilot frequency location.

A Study on the Correlation Analysis of Anthropometric Data and Estimation of the Anthropometric Extremes of Korean (인체부위의 상관분석 및 극단값 추정에 관한 연구)

  • Kim, Jin-Ho;Jang, Myeong-Hyeon;Kim, Cheol-Jung
    • Journal of the Ergonomics Society of Korea
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    • v.7 no.1
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    • pp.5-12
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    • 1988
  • Most designers of equipment, or of a workplace layout, frequently choose 5 percentile female and 95 percentile male dimensions as design limits. If the design is not an one-dimensional problem, it is difficult to choose '5 percentile female' or '95 percentile male'. Hence it is important to consider the interactions or relationships between body dimensions. This paper deals with correlation analysis, factor analysis and partial correlation analysis using data above age 20 from the national anthropometric survey in Korea, 1986. Besides, a model which represent the extremes of body size of Korean has been developed in this paper.

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Correlations of Heat Transfer and Pressure Drop for Offset Strip Fins (옵셋 스트립 핀에서의 열전달 및 압력 강하 상관식)

  • Kim, Min-Soo;Lee, Kwan-Soo
    • Proceedings of the KSME Conference
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    • 2008.11b
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    • pp.2274-2279
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    • 2008
  • This paper numerically investigates thermo-flow characteristics of offset strip fins to obtain a correlation of heat transfer and pressure drop. The flow is divided into three regimes, i.e. laminar, transition and turbulent. The predicted j and f values from the SST k-w turbulence model agree with previous correlations with the error less than 20% in transition and turbulent regimes. Prandtl number is varied from 0.5 to 40 and a correlation to predict heat transfer and pressure drop for offset strip fins is suggested.

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Clinical study of Type C in Impedance Audiometry (Type C의 연구)

  • 김동환;소진명
    • Proceedings of the KOR-BRONCHOESO Conference
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    • 1977.06a
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    • pp.5.1-5
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    • 1977
  • Since Metz first introduced the conceps of Impedance Audiometry in 1946. Many pioneers studied for the development of the acoustic Impedance bridge. It is now widely used in clinical audiology and it plays an important role in otology. Recently there was the literature stated on normal value of various test c Impedance. This paper is dealing with the clinical evaluation of type c in comparison with following subjects as; 1. Comparison with the otoscopic finding. 2. Correlation with the pure tone audiometry. 3. Correlation with the stapedial reflex. 4. Correlation between pathologic negative pressure range and middle ear fluid.

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Analysis of the Parameter Convergence Rate for an Adaptive Identifier (적응추정자에 대한 파라메터 수렴속도의 해석)

  • Kim, Sung-Duck
    • The Transactions of the Korean Institute of Electrical Engineers
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    • v.38 no.2
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    • pp.127-136
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    • 1989
  • This paper describes the parameter convergence properties of an adaptive system to identify a single-input single-output plant model. It is demonstrated that, by using power spectrum analysis, the persistency of excitation (PE) condition in order to guarantee the exponential stability of the adaptive control system can be transformed into the positive definite behavior for the auto-correlation function matrix of adaptive signal. The existence of parameter nominal values can be analyzed by this condition and the convergence rates of parameter are determined by examining the auto-correlation function. We may use the sufficient richness (SR) of input spectrum instead of the PE condition to analyze the parameter boundedness. It can be shown that the eigen values of the auto-correlation function are always related with adaptive gain, input amplitude and positions or numbers of input spectra. In each case, the variation of parameter convergence rate can be also verified.

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Correlation Analysis of Watershed Characteristics and the Critical Duration of Design Rainfall (설계강우의 임계지속기간과 유역특성인자의 상관성 분석)

  • Lee, Jung-Sik;Sin, Chang-Dong;Lee, Bong-Seok
    • 한국방재학회:학술대회논문집
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    • 2008.02a
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    • pp.711-714
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    • 2008
  • The objective of this study is to analyze the relationship between the watershed characteristics and the critical duration of design rainfall. For estimation of critical duration, adjustment Huff's method and ILLUDAS urban runoff model were applied to urban 21 areas. Watershed characteristics such as area, channel length, channel slope, shape factor, and pipe density were used to simulate correlation analysis. The conclusions of this study are as follows; it is revealed that critical duration is influenced by the watershed characteristics such as pipe density, area and channel length. Also, multiple regression analysis using watershed characteristics is carried out and the determination coefficient of multiple regression equation shows 0.972.

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A Study on the Emotion State Classification using Multi-channel EEG (다중채널 뇌파를 이용한 감정상태 분류에 관한 연구)

  • Kang, Dong-Kee;Kim, Heung-Hwan;Kim, Dong-Jun;Lee, Byung-Chae;Ko, Han-Woo
    • Proceedings of the KIEE Conference
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    • 2001.07d
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    • pp.2815-2817
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    • 2001
  • This study describes the emotion classification using two different feature extraction methods for four-channel EEG signals. One of the methods is linear prediction analysis based on AR model. Another method is cross-correlation coefficients on frequencies of ${\theta}$, ${\alpha}$, ${\beta}$ bands. Using the linear predictor coefficients and the cross-correlation coefficients of frequencies, the emotion classification test for four emotions, such as anger, sad, joy, and relaxation is performed with a neural network. Comparing the results of two methods, it seems that the linear predictor coefficients produce the better results than the cross-correlation coefficients of frequencies for-emotion classification.

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Application for Measuring the Glucose, Ammonia nitrogen, and Tylosin Concentration using Near Infrared Spectroscopy

  • Kim, Jong-Soo;Cho, Hoon
    • Journal of environmental and Sanitary engineering
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    • v.23 no.2
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    • pp.19-25
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    • 2008
  • For measurement of tylosin, ammonia nitrogen, and glucose concentration during the culture of Streptomyces fradiae using Near Infrared Spectroscopy, the calibration using various mathematical models was performed and then, based on the linear model, the validation was carried out. In the case of sucrose concentration using the MLR method, the Standard Error of Prediction and Multiple correlation coefficient were 1.97, and 0.991, respectively. In the case of ammonia nitrogen concentration using the PLSR method, the Standard Error of Prediction and Multiple correlation coefficient were 0.13, and 0.990, respectively. In the case of tylosin concentration using the PLSR method, the standard Error of Prediction and Multiple correlation coefficient were 0.54, and 0.984, respectively.

Application on the Prediction Model of the Compressive Strength of Concrete by Maturity Method (적산온도에 의한 콘크리트 압축강도 추정모델의 적용성 검토)

  • Khil, Bae-Su;Kwon, Young-Jin;Nam, Jae-Hyun;Kim, Moo-Han
    • Journal of the Korea institute for structural maintenance and inspection
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    • v.3 no.2
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    • pp.177-183
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    • 1999
  • The major object of this study is to investigate experimentally the experimental equation by the non-destructive testing methods of ultrasonic pulse velocity, rebound number, combined method of ultrasonic pulse velocity and rebound number, maturity which are applicable to the evaluation of compressive strength of concrete at early ages. Also test result of mix are statistically analyzed to infer the correlation coefficient between the maturity and the compressive strength of concrete. The results show good application of Logistic curve for estimating strength development under various curing temperature. The relation between ultrasonic pulse velocity, rebound number, combined method of ultrasonic pulse velocity and rebound number and compressive strength of concrete have low correlation coefficient, but maturity method show good correlation coefficient.

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Molecular Dynamics Simulation of Liquid Alkanes. Ⅱ. Dynamic Properties of Normal Alkanes : n- Butane to n- Heptadecane

  • 이송희;이홍;박형숙
    • Bulletin of the Korean Chemical Society
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    • v.18 no.5
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    • pp.478-484
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    • 1997
  • In a recent paper[Bull. Kor. Chem. Soc. 17, 735 (1996)] we reported results of molecular dynamic (MD) simulations for the thermodynamic and structural properties of liquid n-alkanes, from n-butane to n-heptadecane, using three different models. Two of the three classes of models are collapsed atomic models while the third class is an atomistically detailed model. In the present paper we present results of MD simulations for the dynamic properties of liquid n-alkanes using the same models. The agreement of two self-diffusion coefficients of liquid n-alkanes calculated from the mean square displacements (MSD) via the Einstein equation and the velocity auto-correlation (VAC) functions via the Green-Kubo relation is excellent. The viscosities of n-butane to n-nonane calculated from the stress auto-correlation (SAC) functions and the thermal conductivities of n-pentane to n-decane calculated from the heat-flux auto-correlation (HFAC) functions via the Green-Kubo relations are smaller than the experimental values by approximately a factor of 2 and 4, respectively.