• 전기학회논문지
• /
• 제58권1호
• /
• pp.173-180
• /
• 2009

It is difficult to predict non-stationary or chaotic time series which includes the drift and/or the non-linearity as well as uncertainty. To solve it, we propose an effective prediction method which adopts data preprocessing and multiple model TS fuzzy predictors combined with model selection mechanism. In data preprocessing procedure, the candidates of the optimal difference interval are determined based on the correlation analysis, and corresponding difference data sets are generated in order to use them as predictor input instead of the original ones because the difference data can stabilize the statistical characteristics of those time series and better reveals their implicit properties. Then, TS fuzzy predictors are constructed for multiple model bank, where k-means clustering algorithm is used for fuzzy partition of input space, and the least squares method is applied to parameter identification of fuzzy rules. Among the predictors in the model bank, the one which best minimizes the performance index is selected, and it is used for prediction thereafter. Finally, the error compensation procedure based on correlation analysis is added to improve the prediction accuracy. Some computer simulations are performed to verify the effectiveness of the proposed method.

• 한국실내디자인학회논문집
• /
• 제21권2호
• /
• pp.65-73
• /
• 2012

Interior design generally falls behind to architecture in its concept of conservational value as interior designs are more to the simple style or trend. Therefore, This study aims how the society and the major events in the 1960's and individual and group desires are portrayed in movies through the eyes of movie directors, and further how the concept of spaces and the features of the spaces are displayed. First, This paper analyzes the movies in the 1960's, especially the expressionism and psychological zeitgeist in "The Housemaid" directed by Kim Ki-Young that can be logically analyzed, following the signs in the movie. Secondly, It analyzes the images captured the scenes that best describe the underlying theme of the movie, revealing the features of the different spaces for different scenes. Moreover, It analyzes the correlation of the change in value, desire, and space of the time in the 1960's to see the feature of the spaces in the 1960 are represented in the movie. In conclusion, the realistic expressionism movie of Kim Ki-young's 'Housemaid' showing the everyday life of a family against the background of industrial capitalism reveals the intimate desire of the time with the director's perspective on the history. With Mise-en-Sc$\grave{e}$ne, we can understand the space structure of the time, the view on space structure and further the effect of modernization project on urban residential area.

• 한국환경과학회지
• /
• 제24권5호
• /
• pp.647-655
• /
• 2015

In this study, to targeting Songpa of Seoul, were analyzed the effect on the noise mitigation in roadside buffer green spaces. Noise of Songpa Street buffer green space was determined to be higher during the day than at night. In addition, it was most of 60 db or more. However, the noise reduction function of the buffer green was not greatly affected by time. In the case of noise reduction rate, during the day time it was the order of the mounding type (18.14%)> plain type (5.73%)> slope type (4.08%), And, in the case of night time, it was the order of the mounding type (11.29%)> slope type (10.22%)> plain type (4.42%). Noise reduction rate, all of the daytime, was the highest in the mounding type. As a result of the factors on the amount of reduction of noise, More physical structure is mounding type, green structure is the stratification of green space, and the number of individuals is large, the higher the tree planting density, it is determined that the noise reduction effect is high. Also, factors affecting the noise reduction effect of the day and night were different.

• 전자공학회논문지SC
• /
• 제42권4호
• /
• pp.25-34
• /
• 2005

나로우주센터 발사관제시스템 실시간 모의장치의 데이터를 퍼지-칼만 필터의 오차 공분산으로 후처리 분석하여 센서 사이에 존재하는 연관성을 시나리오를 전혀 모르는 상태에서 유추하는 연구를 수행하였다. 유추된 연관성은 시나리오 상의 관계와 정확히 일치하였다. 퍼지-칼만 필터의 최적화 성질을 역이용하여 센서의 신호를 분석하였다. 이 연구의 결과로 다중의 센서 시스템이 존재하는 한국형 우주발사체와 탑재 유상하중 그리고 지상지원 시스템에 대한 신호분석의 가능성을 확인하였다

• Environmental Engineering Research
• /
• 제23권4호
• /
• pp.442-448
• /
• 2018

This paper presents the numerical simulation of advection-diffusion mechanism of BOD concentration which was used as an indicator of waste only in one flow-direction of waste stabilization ponds (1-dimension (1-D)). This model was represented in partial differential equation order 2. The purpose of this paper was to determine the simulation of the model 1-D of wastewater transport phenomena based advection-diffusion mechanism and did validate the model. Numerical methods which was used for the solution of this model is finite difference method with Forward Time Central Space scheme. The simulation results which was obtained would be compared with field observation data as a validation model. Collection of field data was carried out in the Wastewater Treatment Plant Sewon, Bantul, D.I. Yogyakarta. The results of numerical simulations were indicate that the advection-diffusion mechanism takes place continuously over time. Then validation of the model was state that there was a difference between the calculation results with the field data, with a correlation value of 0.998.

• Communications for Statistical Applications and Methods
• /
• 제10권2호
• /
• pp.423-432
• /
• 2003

The data observed at different positions are called the estimate of interested variable at new observation point on the Kriging utilize the space estimate technique, in which case there is correlation spatially. In this paper we provide the estimate for Variogram and Kriging methods as a field of kriging theory and dealt with actually measured data. And at the same time we forecast the amount of ozone that was not measured at this point by Kriging method and compared Ordinary Kriging method with Inverse Distance Kriging method.

• 한국대기환경학회:학술대회논문집
• /
• 한국대기환경학회 2006년도 춘계학술대회 논문집
• /
• pp.63-64
• /
• 2006

• 대한전자공학회:학술대회논문집
• /
• 대한전자공학회 2001년도 하계종합학술대회 논문집(1)
• /
• pp.117-120
• /
• 2001

In this paper, we propose a robust trellis coded modulation for a correlated Rayleigh fading channel. This method use only one transmit antenna, which can achieve superior performance compared to Space-Time Trellis Coded Modulation (STTC) over a wide channel correlation range among transmit antennas. The code is designed to have the largest Euclidean distance between faded signals at the receiver. Computer simulations are performed to evaluate the frame error rate (FER) performance and to compare the proposed code with the conventional one.

• Journal of Astronomy and Space Sciences
• /
• 제23권3호
• /
• pp.227-236
• /
• 2006

프랙탈 차원은 연속적으로 관측된 불규칙한 자료의 성질을 정량적으로 표현하는 파라메터이다. 본 연구에서는 프랙탈 차원을 이용하여 태양 흑점수의 불규칙한 변동을 분석하고 다가오는 태양주기의 최대흑점수를 예측하였다. 이를 위하여 우리는 SIDC(Solar Influences Data analysis Center)에서 제공하는 1850년부터 2004년까지의 일일흑점수를 이용하여 Higuchi의 방법으로 각 태양주기의 프랙탈 차원을 결정하고 같은 태양주기 동안의 최대 월평균 흑점수와 비교하였다. 그 결과 프랙탈 차원과 최대 월평균 흑점수는 강한 역비례 관계를 보였다. 이러한 관계를 이용하여 태양활동 극소기부터 활동이 증가되는 기간인 4년동안의 흑점수만을 이용하여 프랙탈 차원을 구하고 다가올 극대기의 최대 월평균 흑점수를 예측한 결과 관측된 최대흑점수와 0.89의 좋은 상관관계를 보였다.

• Journal of Veterinary Science
• /
• 제22권1호
• /
• pp.2.1-2.10
• /
• 2021

Background: Diseases related to cerebrospinal fluid flow, such as hydrocephalus, syringomyelia, and Chiari malformation, are often found in small dogs. Although studies in human medicine have revealed a correlation with cerebrospinal fluid flow in these diseases by magnetic resonance imaging, there is little information and no standard data for normal dogs. Objectives: The purpose of this study was to obtain cerebrospinal fluid flow velocity data from the cerebral aqueduct and subarachnoid space at the foramen magnum in healthy beagle dogs. Methods: Six healthy beagle dogs were used in this experimental study. The dogs underwent phase-contrast and time-spatial labeling inversion pulse magnetic resonance imaging. Flow rate variations in the cerebrospinal fluid were observed using sagittal time-spatial labeling inversion pulse images. The pattern and velocity of cerebrospinal fluid flow were assessed using phase-contrast magnetic resonance imaging within the subarachnoid space at the foramen magnum level and the cerebral aqueduct. Results: In the ventral aspect of the subarachnoid space and cerebral aqueduct, the cerebrospinal fluid was characterized by a bidirectional flow throughout the cardiac cycle. The mean ± SD peak velocities through the ventral and dorsal aspects of the subarachnoid space and the cerebral aqueduct were 1.39 ± 0.13, 0.32 ± 0.12, and 0.76 ± 0.43 cm/s, respectively. Conclusions: Noninvasive visualization of cerebrospinal fluid flow movement with magnetic resonance imaging was feasible, and a reference dataset of cerebrospinal fluid flow peak velocities was obtained through the cervical subarachnoid space and cerebral aqueduct in healthy dogs.