• 제목/요약/키워드: Auto-correlation

검색결과 396건 처리시간 0.024초

실규모의 고도처리공정에서 NADH변화 유형과 이를 활용한 공정제어 (NADH Variation and Process Control with NADH Fluorometer in Full Scale Biological Nutrient Removal Process)

  • 김한래;조종복;조일형;이진우;장순웅;이시진
    • 한국환경보건학회지
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    • 제34권6호
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    • pp.423-432
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    • 2008
  • In this study, we investigated the possibility of auto control and the proper operating factors in the BNR(Biological Nutrient Removal) process using an NADH(Reduced Nicotinamide Adenine Dinucleotide) fluorometer, which characterized the emitted fluorescence when activated by flashes of UV light at 460 nm. In terms of finding adequate operating parameters, results indicted that nitrification efficiency decreased in the controlled DO while denitrification efficiency decreased in the controlled pH. The above results indicated that controlled operating condition after combination with NADH, DO and pH was resonable. Result obtained from the correlation between NADH and pH showed that variation trend of influent loading was similar to those of NADH and pH, and also the variation cycle was repeated on a daily basis. Consequently, this result showed the increase of BOD loading caused the nitrification efficiency to decrease because air-flow, required for nitrification, was reduced, and so the NADH value was increased. From these results, it is possible to use NADH flourimetry to assess the variation of organic load and nitrification efficiency in the case of small change in influent pH such as in sewage and also to handle and operate the load variation in the auto control system using the NADH fluorometer.

이변량 조건부자기회귀모형을이용한강력범죄자료분석 (Analysis of Violent Crime Count Data Based on Bivariate Conditional Auto-Regressive Model)

  • 최정순;박만식;원유복;김학열;허태영
    • Communications for Statistical Applications and Methods
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    • 제17권3호
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    • pp.413-421
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    • 2010
  • 본 연구에서는 5대 범죄중 사람의 생명과 신체에 심각한 위해를 가하는 강력범죄인 살인과 강도 범죄의 이변량 가산자료에 대해 이변량조건부자기회귀모형을 사용하여 공간상관성을 반영한 강력범죄모형을 제안하였다. 범죄자료와 같은 가산자료에 대한 과대산포 검정을 위해 우도비 검정 실시하였으며, 그 결과 과대산포가 유의하지 않음에 따라 공간포아송모형을 이용하였다. 실증예제로 2007년 서울시에서 제공하는 25개 자치구별 강력범죄자료를 지리정보시스템을 이용하여 강력범죄 발생실태를 시각화하였으며 강력범죄에 영향을 주는 다양한 요인들에 대하여 분석을 실시하였다.

신호자료 및 궤도정보를 이용한 Radarsat-1 도플러 정보 추출기법 연구 (Radarsat-1 Doppler Information Extraction Technique Using Both Received Echo Data and Orbital and Attitude Information of Satellite)

  • 고보연;나원상;이용웅
    • 대한원격탐사학회지
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    • 제19권6호
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    • pp.421-430
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    • 2003
  • Radarsat-1 위성으로부터 수신된 신호자료를 처리하여 영상을 생성하기 위해서는 도플러 정보(도플러 중심주파수(f$_{dc}$) 및 주파수 변화율 (f$_{r}$)를 정확하게 추정하는 것이 중요하다. 일반적으로 이들 정보들은 신호자료를 기반으로 하는 clutterlock 및 auto-focusing 기법이 사용되고 있으나 이들은 수신 신호만을 사용하여 추정하므로 SAR 프로세서 개발시 구현하기가 어려우며 계산 시간도 많이 걸리는 단점이 있다. 본 논문에서는 주어진 위성의 궤도 및 자세정보를 최대한 이용하며 수신신호 처리는 최소한이 되도록 하여 구현이 쉽고 계산상 이점이 있는 새로운 기법을 제안하였다. 실제 Radarsat-1 신호자료를 이용한 실험적용 결과, 본 기법이 실제 SAR 신호자료로부터 도플러 정보를 추출하는데 유용하게 사용될 수 있을 것으로 판단된다.

6G URLLC를 지향한 교차 상관 관계 중첩 코딩을 사용하는 비직교 다중 접속의 향상된 총 전송률에 관한 연구 (A Study on Improved Sum Rate of Cross-Correlated SC NOMA toward 6G URLLC)

  • 정규혁
    • 융합정보논문지
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    • 제11권9호
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    • pp.1-7
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    • 2021
  • 최근 비직교 다중 접속에 대해, 단지 자체 상관 중첩 코딩 기법만 고찰되었기 때문에, 본 논문은 비직교 다중 접속에 대한 교차 상관 관계 중첩 코딩 기법을 제한한다. 먼저, 제안된 교차 상관 관계 중첩 코딩 기법의 총 전송률의 폐쇄형 수식을 유도한다. 다음 수치 해석을 기반으로 하여, 제안된 교차 상관 관계 중첩 코딩 기법의 총 전송률이 기존의 자체 상관 관계 중첩 코딩 기법의 총 전송률보다 향상된 것을 입증한다. 또한, 강 채널 사용자에 대해, 기존의 자체 상관 관계 중첩 코딩 기법과 비교하여, 제안된 교차 상관 관계 중첩 코딩 기법의 SNR 이득이 대략 15 임을 보여준다. 결론적으로, 제안된 교차 상관 관계 중첩 코딩 기법은 6G URLLC를 위한 유망한 기술로 고려될 수 있다.

The Vectra M3 3-dimensional digital stereophotogrammetry system: A reliable technique for detecting chin asymmetry

  • Hansson, Stina;Ostlund, Emil;Bazargani, Farhan
    • Imaging Science in Dentistry
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    • 제52권1호
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    • pp.43-51
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    • 2022
  • Purpose: The aim of this study was to evaluate the reliability of the Vectra M3 (3D Imaging System; Canfield Scientific, Parsippany, NJ, USA) in detecting chin asymmetry, and to assess whether the automatic markerless tracking function is reliable compared to manually plotting landmarks. Materials and Methods: Twenty subjects (18 females and 2 males) with a mean age of 42.5±10.5 years were included. Three-dimensional image acquisition was carried out on all subjects with simulated chin deviation in 4 stages (1-4 mm). The images were analyzed by 2 independent observers through manually plotting landmarks and by Vectra software auto-tracking mode. Repeated-measures analysis of variance and the Tukey post-hoc test were performed to evaluate the differences in mean measurements between the 2 operators and the software for measuring chin deviation in 4 stages. The intraclass correlation coefficient (ICC) was calculated to estimate the intra- and inter-examiner reliability. Results: No significant difference was found between the accuracy of manually plotting landmarks between observers 1 and 2 and the auto-tracking mode (P=0.783 and P=0.999, respectively). The mean difference in detecting the degree of deviation according to the stage was <0.5 mm for all landmarks. Conclusion: The auto-tracking mode could be considered as reliable as manually plotted landmarks in detecting small chin deviations with the Vectra® M3. The effect on the soft tissue when constructing a known dental movement yielded a small overestimation of the soft tissue movement compared to the dental movement (mean value<0.5 mm), which can be considered clinically non-significant.

ARMA 모델을 이용한 모바일 셀룰러망의 예측자원 할당기법 (Predictive Resource Allocation Scheme based on ARMA model in Mobile Cellular Networks)

  • 이진이
    • 한국항행학회논문지
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    • 제11권3호
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    • pp.252-258
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    • 2007
  • 무선모바일 통신망에서는 사용자의 이동성보장 기술과 사용자가 요구하는 서비스품질(QoS)을 만족시키기 위한 효율적인 무선자원관리기술이 많이 연구되어 왔다. 본 연구에서는 시계열 예측기법(Time series prediction) 인 ARMA(Auto Regressive Moving Average) 모델을 이용하여 사용자가 요구하는 자원의 양을 예측하여 동적으로 자원을 할당함으로써 사용자의 이동성에 따른 QoS를 보장할 수 있는 자원할당방법을 제안한다. 제안한 방법은 ARMA 예측모델을 사용하여 이전에 핸드오프연결이 사용한 채널 수를 기초로 앞으로 필요로 하는 채널 수를 예측하여 예약함으로써 원하는 핸드오프 손실률에서 서비스가 이루어지도록 한다. 시뮬레이션을 통하여 기존의 RCS(Reserved channel scheme) 방법과 비교하여 핸드오프 연결의 손실률과 자원의 이용률에서 우수함을 보인다.

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다목적 저수지 유입량의 예측모형 (A Development of Inflow Forecasting Models for Multi-Purpose Reservior)

  • 심순보;김만식;한재석
    • 한국수자원학회:학술대회논문집
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    • 한국수자원학회 1992년도 수공학연구발표회논문집
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    • pp.411-418
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    • 1992
  • The purpose of this study is to develop dynamic-stochastic models that can forecast the inflow into reservoir during low/drought periods and flood periods. For the formulation of the models, the discrete transfer function is utilized to construct the deterministic characteristics, and the ARIMA model is utilized to construct the stochastic characteristics of residuals. The stochastic variations and structures of time series on hydrological data are examined by employing the auto/cross covariance function and auto/cross correlation function. Also, general modeling processes and forecasting method are used the model building methods of Box and Jenkins. For the verifications and applications of the developed models, the Chungju multi-purpose reservoir which is located in the South Han river systems is selected. Input data required are the current and past reservoir inflow and Yungchun water levels. In order to transform the water level at Yungchon into streamflows, the water level-streamflows rating curves at low/drought periods and flood periods are estimated. The models are calibrated with the flood periods of 1988 and 1989 and hourly data for 1990 flood are analyzed. Also, for the low/drought periods, daily data of 1988 and 1989 are calibrated, and daily data for 1989 are analyzed.

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임의의 표본상호상관함수와 비정규확률분포를 갖는 다중 난류시계열의 디지털 합성방법을 이용한 풍속데이터 시뮬레이션 (Wind Data Simulation Using Digital Generation of Non-Gaussian Turbulence Multiple Time Series with Specified Sample Cross Correlations)

  • 성승학;김욱;김경천;부정숙
    • 한국대기환경학회지
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    • 제19권5호
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    • pp.569-581
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    • 2003
  • A method of synthetic time series generation was developed and applied to the simulation of homogeneous turbulence in a periodic 3 - D box and the hourly wind data simulation. The method can simulate almost exact sample auto and cross correlations of multiple time series and control non-Gaussian distribution. Using the turbulence simulation, influence of correlations, non-Gaussian distribution, and one-direction anisotropy on homogeneous structure were studied by investigating the spatial distribution of turbulence kinetic energy and enstrophy. An hourly wind data of Typhoon Robin was used to illustrate a capability of the method to simulate sample cross correlations of multiple time series. The simulated typhoon data shows a similar shape of fluctuations and almost exactly the same sample auto and cross correlations of the Robin.

FMVSS 226 Ejection Mitigation Impact Test의 시험품 단순화에 따른 인자들의 상관 관계에 대한 연구 (Study on Ejection Mitigation Impact Test about correlation between Vehicle and B.I.W(Body In White) Condition)

  • 강문철;신현학;오형준
    • 자동차안전학회지
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    • 제7권4호
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    • pp.16-19
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    • 2015
  • FMVSS226 Ejection Mitigation Impact Test is usually performed by real vehicle. But it is necessary to perform the test using by Reinforced B.I.W. with considering vehicle developing timing and roof rail airbag (RRAB) supplier capacity. We sometimes need tendency (quick data) instead of slow accurate data to fix RRAB design as proper timing. Test with Reinforced B.I.W. is helpful saving time and cost. But it should be confirmed how much different between vehicle conditioned test result and Reinforced B.I.W. conditioned test result. There are some points to be improved even in the test with vehicle. Understanding of deviation of Reinforced B.I.W. conditioned test result from vehicle conditioned test result is needed to get benefits with using Reinforced B.I.W. conditioned in the test.

입자 홀로그래피에서 입자의 광축 방향 위치 특성에 관한 연구 (The Characteristics of the Particle Position Along an Optical Axis in Particle Holography)

  • 추연준;강보선
    • 대한기계학회논문집B
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    • 제30권4호
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    • pp.287-297
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    • 2006
  • The Holographic Particle Velocimetry system can be a promising optical tool for the measurements of three dimensional particle velocities. One of inherent limitations of particle holography is the very long depth of field of particle images, which causes considerable difficulty in the determination of particle positions in the optical axis. In this study, we introduced three auto-focusing parameters corresponding to the size of particles, namely, Correlation Coefficient, Sharpness Index, and Depth Intensity to determine the focal plane of a particle along the optical axis. To investigate the suitability of the above parameters, the plane image of dot array screens containing different size of dots was recorded by diffused illumination holography and the positions of each dot in the optical axis were evaluated. In addition, the effect of particle position from the holographic film was examined by changing the distance of the screen from the holographic film. All measurement results verified that the evaluated positions using suggested auto-focusing parameters remain within acceptable range of errors. These research results may provide fundamental information for the development of the holographic velocimetry system based on the automatic image processing.