• Title/Summary/Keyword: 4M 분석 기법

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ANALYSIS OF COMS-1 NORTH-SOUTH STATION KEEPING METHOD (통신해양기상위성 1호의 남북방향 위치유지 기법 분석)

  • Kim, Hae-Yeon;Lee, Byoung-Sun;Hwang, Yoo-La;Kim, Young-Rok;Park, Sang-Young;Kim, Jae-Hoon
    • Journal of Astronomy and Space Sciences
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    • v.22 no.4
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    • pp.527-536
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    • 2005
  • The perturbations caused by the Sun and the Moon are predominantly out-of-plane effects causing a change in the inclination and in the right ascension of ascending node of a geostationary satellite. Due to the change of the inclination, subsatellite latitude of the geostationary satellite has a daily variations of the same magnitude of the inclination. Therefore we need a facility to control the orbital inclination and right ascension of ascending node for maintaining the satellite position in specified subsatellite latitude boundary using thrusters. In this paper we studied North-South station keeping strategies of the COMS-1 such as Track-Back Chord Target (TBCT) method, Maximum Compensation Target (MCT) method and Minimum Fuel Target (MFT) method. We accomplished those North-South station keeping maneuvers for one year starting from December 2008. The required velocity increments to maintain the satellite are estimated as MCT 52.6065m/s, TBCT 52.2383m/s, MFT 51.5428m/s, respectively. We demonstrated that TBCT and MFT methods are proper to North-South station keeping for COMS-1. MFT method showed the minimum required velocity increments whereas TBCT traced narrow inclination boundary area for North-South station keeping.

What Kinds of Rearing Stress Do the Mothers of the Gifted Have?: Using a Concept Mapping Approach (영재 자녀를 둔 어머니들의 양육 스트레스 분석: 개념도 기법을 활용하여)

  • Han, Ki-Soon;Lee, Young-Mi
    • Journal of Gifted/Talented Education
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    • v.22 no.4
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    • pp.893-916
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    • 2012
  • This research investigates gifted students' mothers' rearing stress based on the concept mapping method. For this, 12 gifted students' mothers solicited, gathered and analyzed related statements, and then did multidimensional scaling and hierarchical cluster analysis. The stress value was .273 which was appropriate for the two level concept mapping study. In addition 101 mothers of gifted students rated for the rearing stresses they experience. Results were as follows. First, 79 concrete statements were solicited and as a result of concept mapping were categorized as 'burden and conflict as mothers of the gifted', 'possible negative characteristics due to the giftedness', and 'self-esteem and pressure by the title of the gifted'. Especially following items showed relatively high average: worrying about how to give the child a specific help for his/her career(M=4.65); worrying that she might be intervening too much in their child's behaviors(M=4.60); getting pressured supporting the child to get involved in the gifted education system continually(M=4.46); worrying if her child is not developing his/her talent enough due to the lack of time and money(M=4.44); being concerned that her high expectations might be putting her child under too much pressure (M=4.43). Implications of the study related to gifted education practices were discussed.

Performance Analysis of Diversity Received 4PSK and 8PSK Signals in m-distribution and Rician Fading Environments (m-분포 페이딩과 라이시안 페이딩 환경하에서의 다이버시티 수신된 4PSK와 8PSK 신호의 성능 분석)

  • 이정도;강희조;이권현
    • The Journal of Korean Institute of Electromagnetic Engineering and Science
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    • v.7 no.2
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    • pp.117-127
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    • 1996
  • In this paper, we present the bit error performances of 4PSK and 8PSK signal transmission schemes using Maximal Ratio Combining diversity reception for m-distribution and Rician fading channels. The suitability of modeling a Rician fading environment by a properly chosen m-distribution model is examined. Using the error performance of the derived equation has been evaluated and shown in figures as a function of fading index (m), Rician factor (K), diversity branches number (L) and E($E_b/N_o$). It is found that MRC (Maximal Ratio Combining) diversity technique is very efficient for reducing the effects of fading, And then, diversity benifit much large as depth of fading becomes deeper but more decreases as many diversity branchs. Also the results show that the error performance corresponds as much as fading becomes weak and increases with the number diversty branches.

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A Comparison of Machine Learning Techniques for Evaluating the Quality of Blog Posts (블로그 포스트 자동 품질 평가를 위한 기계학습 기법 비교 연구)

  • Han, Bum-Jun;Kim, Min-Jeong;Lee, Hyoung-Gyu
    • Annual Conference of KIPS
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    • 2010.04a
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    • pp.385-388
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    • 2010
  • 블로그는 다양한 주제 분야에 대한 내용을 자유롭게 표현할 수 있는 일종의 개인 웹사이트로, 많은 양과 다양성으로 매우 중요한 정보원이 될 수 있다. 블로그는 생산속도가 매우 빠르므로 보다 고품질의 블로그를 선별하는 것이 중요하다. 본 논문에서는 블로그의 본문을 담고 있는 포스트를 대상으로 기계학습 기법을 이용하여 문서의 품질을 자동으로 평가하고자 하였다. 학습을 위한 자질로는 모든 블로그에 공통적으로 적용할 수 있도록 형태소 분석에서 추출한 동사, 부사, 형용사의 내용어만을 선택하였다. 성능 비교를 위해 수작업으로 약 4,600개의 정답 집합을 구축하고, 적합한 기계학습 기법을 찾기 위해 다양한 학습 기법을 사용하여 비교 실험하였다. 실험 결과 Bagging 기법의 성능이 79% F-measure로 가장 좋음을 보여주었다. 한정된 자질을 사용했을 때와 정답 집합의 문서 수 비율이 불균등할 경우 단순함, 유연성, 효율성의 특징을 지닌 Bagging 기법이 적합할 것으로 보인다.

Research for Generation of Accurate DEM using High Resolution Satellite Image and Analysis of Accuracy (고해상도 위성영상을 이용한 정밀 DEM 생성 및 정확도 분석에 관한 연구)

  • Jeong, Jae-Hoon;Lee, Tae-Yoon;Kim, Tae-Jung
    • Journal of the Korean Society of Surveying, Geodesy, Photogrammetry and Cartography
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    • v.26 no.4
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    • pp.359-365
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    • 2008
  • This paper focused on generation of more accurate DEM and analysis of accuracy. For this, we applied suitable sensor modeling technique for each satellite image and automatic pyramid matching using image pyramid was applied. Matching algorithm based on epipolarity and scene geometry also was applied for stereo matching. IKONOS, Quickbird, SPOT-5, Kompsat-2 were used for experiments. In particular, we applied orbit-attitude sensor modeling technique for Kompsat-2 and performed DEM generation successfully. All DEM generated show good quality. Assessment was carried out using USGS DTED and we also compared between DEM generated in this research and DEM generated from common software. All DEM had $9m{\sim}12m$ Mean Absolute Error and $13m{\sim}16m$ RMS Error. Experimental results show that the DEMs of good performance which is similar to or better than result of DEMs generated from common software.

Estimation of Trigger Rainfall for Threshold Runoff in Mountain River Watershed (산지하천 유역의 한계유출량 분석을 위한 기준우량 산정)

  • Kim, Dong Phil;Kim, Joo Hun;Lee, Dong Ryul
    • Journal of Wetlands Research
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    • v.14 no.4
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    • pp.571-580
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    • 2012
  • This study is on the purpose of leading Geomorphoclimatic Instantaneous Unit Hydrograph(GcIUH) by using GIS Techniques, and estimating trigger rainfall for predicting flash flood in Seolmacheon catchment, mountain river watershed. This study leads GcIUH by using GIS techniques, calculates NRCS-CN values for effective rainfall rate, and analyzes 2011 main rainfall events using estimated GcIUH. According to the results, the case of Memorial bridge does not exceed the amount of threshold runoff, however, the case of Sabang bridge shows that simulated peak flow, approximately $149.4m^3/s$, exceeds the threshold runoff. To estimate trigger rainfall, this study determines the depth of 50 year-frequency designed flood amount as a threshold water depth, and estimates trigger rainfall of flash flood in consideration of duration. Hereafter, this study will analyze various flood events, estimate the appropriateness of trigger rainfall as well as threshold runoff through this analysis, and develop prototype of Flash Flood Prediction System which is considered the characteristics of mountain river watershed on the basis of this estimation.

A comparative analysis of volatile organic compound levels in field samples between different gas chromatographic approaches (분석기법의 차이에 따른 현장시료의 VOC 분석결과 비교연구: 분석오차의 발생 양상과 원인)

  • Ahn, Ji-Won;Pandey, Sudhir Kumar;Kim, Ki-Hyun
    • Analytical Science and Technology
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    • v.23 no.5
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    • pp.465-476
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    • 2010
  • In this study, a number of volatile organic compounds (VOCs) including benzene, toluene, p-xylene, styrene, and methyl ethyl ketone were analyzed from samples collected in ambient air and under the field conditions. These samples were analyzed independently by two different set-ups for VOC analyses, i.e., between [1] gas chromatography/flame ionization detector with tube sampling - (F-T system) and [2] gas chromatography/mass spectrometer with bag sampling (M-B system). The analytical results derived by both systems showed fairly similar patterns in relative sense but with moderately large differences in absolute sense. The results of M-B system were high relative to F-T system with the F-T/M-B ratio below 1. If the relative biases of the two measurement techniques are derived in terms of percent difference (PD) in concentration values, the results were generally above 35% on average. A student t-test was applied to investigate the statistical significance of those differences between the systems. The results of both analytical systems were different at 95% confidence level for toluene, p-xylene, styrene, and methyl ethyl ketone (P < 0.043). However, F-T and M-B systems showed strong correlations for toluene and p-xylene. The observed bias is explained in large part by such factors as the differences in standard phases used for each system and the chemical loss inside the bag sampler.

Study on Outlier Analysis Considering the Spatial Distribution of Intelligent Compaction Measurement Values (지능형 다짐값의 공간적 분포를 고려한 이상치 분석 기법 연구)

  • Chung, Taek-Kyu;Cho, Jin-Woo;Chung, Choong-Ki;Baek, Sung-Ha
    • Journal of the Korean Geotechnical Society
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    • v.40 no.4
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    • pp.91-103
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    • 2024
  • In this study, we propose an outlier detection method that considers the spatial distribution of intelligent compaction measurement values (ICMVs) to address the high variability of ICMVs measured continuously across an entire construction area. The proposed method initially identified cases where the CMV at a specific location decreased despite an increase in the number of compaction passes. Among these, values that significantly differed from those measured within a 1.5-m radius were classified as outliers. Applying this method to CMV data obtained from field tests, we found that it effectively excluded the influence of changes in roller operating conditions unrelated to compaction quality while considering the inherent heterogeneity of the soil. However, after removing the outliers, the coefficient of variation of CMV (21.4%-26.3%) remained higher than the 20% suggested by relevant standards. Further field tests are needed to modify the proposed outlier detection method and to establish reasonable criteria for the variability of ICMV.

High SNR Analysis of User-Multiplexing Technique Provisioning Delay QoS in OFDMA Systems (OFDMA 시스템에서 지연 QoS를 지원하는 2-D 사용자 다중화 기법에 대한 높은 SNR영역에서의 성능 분석)

  • Ahn, Seong-Woo;Hong, Dae-Sik
    • Journal of the Institute of Electronics Engineers of Korea TC
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    • v.48 no.4
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    • pp.77-83
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    • 2011
  • In this paper, we study the throughput-delay tradeoff of OFDMA systems in context of 2-dimensional resource allocation, and analyze the effect of frequency diversity and user-multiplexing in time domain that has on delay QoS performance. Based on the analysis results, we investigate the impacts of delay QoS on spectral efficiency. In high SNR regime, the optimal DoM (degree of multiplexing) maximizing the spectral efficiency is identified. The results of the high SNR analysis can give us an intuition on an efficient resource allocation policy. Finally, through the simulation results, we verify that our approach with its optimal DoM yields substantial capacity gain.

Experimental study for analysis of hydraulic characteristics around dams (댐 주변의 수리특성 분석을 위한 실험적 연구)

  • Baek, Donghae;Yoon, Jae-Seon;Lee, Byeong Wook;Jang, Eun Cheul;Song, Hyun-Gu
    • Proceedings of the Korea Water Resources Association Conference
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    • 2022.05a
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    • pp.257-257
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    • 2022
  • 댐 건설은 홍수 및 가뭄에 대응하기 위한 구조적 방법으로써 우리나라와 같이 지표수에 의존적인 지역에서는 가용 수자원을 확보하기 위한 확실한 수단으로 활용되어왔다. 신규 댐의 건설은 대상 하천의 수리학적 특성에 큰 변화를 야기할 수 있으며, 댐의 안정성 및 하천의 하도보호를 위해 댐 주변의 수리적 특성의 변화에 대해서도 사전에 인지하여 설계 시 반영할 필요가 있다. 수공구조물 신설에 따라 변화되는 수리학적 특성을 분석하는 방법으로는 그 수단에 따라 상사법칙을 적용한 수리모형실험과 수치기법을 활용한 수치모형실험으로 나눌 수 있다. 본 연구에서는 수리모형실험을 통한 실험적 방법을 이용하여 댐 상하류 구간의 수리학적 특성을 분석하였다. 해당 실험은 한국농어촌공사 농어촌연구원의 대형수리모형실험시설에서 수행되었다. 적용대상 댐의 제원은 높이 약 70m, 길이 약 230m이며, 폭 55m의 여수로를 포함하는 구조로 설정하였다. 수리모형은 Froude 상사법칙을 적용하여 1/30 규모로 축소하였으며, 콘크리트 및 아크릴 재료를 이용하여 제작되었다. 댐 모형이 설치되는 하천구간은 댐 구조물을 포함하여 실규모를 기준으로 흐름방향으로 약 800m, 하폭방향으로 약 450m의 범위를 포함하도록 설계되었으며, 하류구간에 사행하천이 존재하는 것이 특징이다. 본 실험에서 유량은 총 12개의 펌프를 이용하여 공급되었으며, 최대 4cms에 해당하는 유량공급이 가능하도록 설계하였다. 공급유량은 정교한 절차에 의해 보정된 전자식 유량계를 통해 통제되었으며, 사용된 유량계의 허용오차는 약 0.5% 수준인 것으로 나타났다. 수위 측정은 오차범위 0.05mm 수준의 초음파 수위측정기를 이용하였으며, 유속측정은 약 0.5cm/s의 정확도를 지닌 3차원 전자기 유속계를 이용한 접촉식 측정과 흐름구조 가시화를 위한 비접촉식 입자추적기법을 병행하였다. 실험조건은 실규모 기준으로 방류량 3,000~5,000cms에 대해 수행하였으며, 각 방류량별 댐 상하류의 흐름패턴에 대해 정량적으로 분석하였다.

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