• Title/Summary/Keyword: Total weighting

검색결과 185건 처리시간 0.022초

Development of Land Surface Temperature Retrieval Algorithm from the MTSAT-2 Data

  • Kim, Ji-Hyun;Suh, Myoung-Seok
    • 대한원격탐사학회지
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    • 제27권6호
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    • pp.653-662
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    • 2011
  • Land surface temperature (LST) is a one of the key variables of land surface which can be estimated from geostationary meteorological satellite. In this study, we have developed the three sets of LST retrieval algorithm from MTSAT-2 data through the radiative transfer simulations under various atmospheric profiles (TIGR data), satellite zenith angle, spectral emissivity, and surface lapse rate conditions using MODTRAN 4. The three LST algorithms are daytime, nighttime and total LST algorithms. The weighting method based on the solar zenith angle is developed for the consistent retrieval of LST at the early morning and evening time. The spectral emissivity of two thermal infrared channels is estimated by using vegetation coverage method with land cover map and 15-day normalized vegetation index data. In general, the three LST algorithms well estimated the LST without regard to the satellite zenith angle, water vapour amount, and surface lapse rate. However, the daytime LST algorithm shows a large bias especially for the warm LST (> 300 K) at day time conditions. The night LST algorithm shows a relatively large error for the LST (260 ~ 280K) at the night time conditions. The sensitivity analysis showed that the performance of weighting method is clearly improved regardless of the impacting conditions although the improvements of the weighted LST compared to the total LST are quite different according to the atmospheric and surface lapse rate conditions. The validation results of daytime (nighttime) LST with MODIS LST showed that the correlation coefficients, bias and RMSE are about 0.62~0.93 (0.44~0.83), -1.47~1.53 (-1.80~0.17), and 2.25~4.77 (2.15~4.27), respectively. However, the performance of daytime/nighttime LST algorithms is slightly degraded compared to that of the total LST algorithm.

GMM 기반 실시간 문맥독립화자식별시스템의 성능향상을 위한 프레임선택 및 가중치를 이용한 Hybrid 방법 (Hybrid Method using Frame Selection and Weighting Model Rank to improve Performance of Real-time Text-Independent Speaker Recognition System based on GMM)

  • 김민정;석수영;김광수;정호열;정현열
    • 한국멀티미디어학회논문지
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    • 제5권5호
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    • pp.512-522
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    • 2002
  • 본 논문에서는 GMM(Gaussian Mixture Model)에 기반한 실시간문맥독립화자식별시스템[1][2]의 성능향상을 위하여 프레임선택(Frame Selection)방법과 프레임가중치(Weighting Model Rank)방법을 혼합한 hybrid방법을 제안한다. 본 시스템에서는 GMM의 파라미터를 최적화하기 위하여 MLE(Maximum likelihood estimation)방법과 인식 알고리즘으로 ML(Maximum Likelihood)을 기본적으로 사용하였다. 제안한 hybrid 방법은 두 단계로 이루어진다. 첫째, 화자모델과 테스트 데이터를 이용하여 프레임단위로 유사도를 계산하고, 가장 큰 유사도 값과 두 번째로 큰 유사도 값의 차를 계산한 후, 차가 문턱치보다 큰 프레임만을 선택한다 두 번째로, 선택되어진 프레임에서 계산되어진 유사도 값 대신에 가중치 값을 사용하여 전체 스코어를 계산한다. 특징 파라미터로서는 켑스트럼과 회귀계수를 사용하였으며, 학습과 테스트를 위한 데이터베이스는 채집기간이 다른 여러 데이터베이스들로 구성되어 있으며, 실험을 위한 데이터는 임의의 단어를 선택하여 사용하였다. 화자인식실험은 기본 시스템에 프레임선택방법, 프레임가중치방법, 제안한 Hybrid방법을 각각 적용하여 실험하였다. 실험결과, 프레임선택방법에 비해 평균 4%, 프레임가중치방법에 비해 평균 1%의 인식률 향상을 보여, 본 논문에서 적용한 hybrid방법의 유효성을 확인하였다.

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공진기형 SAW 필터에 위드로월 가중법이 미치는 효과에 대한 이론적 연구 (Theoretical Study on the Effects of the Withdrawal Weighting on the Performance of Resonator Type SAW Filters)

  • 이영진;이승희;노용래
    • 한국음향학회지
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    • 제21권1호
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    • pp.47-55
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    • 2002
  • 본 논문에서는 단일 SAW 공진기의 불규칙적인 전극배열에 대한 주파수 특성을 계산할 수 있도록 기존의 Smith 등가회로를 이용한 집중소자 해석법을 한 단계 발전시켜 불규칙적인 전극배열까지 해석할 수 있는 수정된 집중소자 해석법을 처음으로 유도, 제시하였다. 이를 위해 단일전극에 대한 Smith 등가회로의 y-파라미터를 유도하고 이를 전체 IDT로 조합한 경우의 총 전류를 계산함으로써 전극단에서의 어드미턴스 값을 수식으로 유도하였다. 이 수식을 통해 위드로월 (withdrawal) 가중이 부여된 SAW공진기의 집중소자해석이 가능하며 그 예로서 여섯 개의 공진기를 결합한 사다리 필터를 구성하고 이 때 각 공진기의 위드로월 가중에 따른 필터 특성변화를 조사하였다. 그 결과 SAW 공진기에 위드로월 가중법을 적용할 경우 기존의 단순공진기 필터에 비해 더욱 개선된 대역폭과 천이대역의 특성을 구현할 수 있었다. 본 해석법은 공진기형 SAW필터의 설계 및 분석도구로 유용하게 활용될 수 있을 것이다.

승용차에서의 인체 진동 측정 및 시트 특성 최적설계 (Human Vibration Measurement for Passenger Car and Seat Characteristics Optimization)

  • 조영건;윤용산
    • 대한기계학회논문집A
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    • 제23권7호
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    • pp.1155-1163
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    • 1999
  • This study deals with the vibration ride quality for passenger car when running on straight highway at the speed of 70km/h. Ten accelerations were measured at four positions, three axes each at the feet, hip, and head, and one axis at the back. Five seats that have different static sponge stiffness were used, and two subjects were participated. These accelerations were analyzed to produce the ride values such as component ride value and overall ride value. It was hard to see the difference of ride value by the change of sponge stiffness. However we could rank the ride quality by the total vibration exposed to passengers. From the transfer function between the hip and the foot, the fundamental mode was observed to be around 5.8Hz. Also the transfer function between the head and hip was studied. The optimal damping ratio of the seat was calculated according to the seat natural frequency with human weighting filter which makes the optimal damping ratio different from that without weighting filter.

Multi-objective durability and layout design of fabric braided braking hose in cyclic motion

  • Cho, J.R.;Kim, Y.H.
    • Steel and Composite Structures
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    • 제25권4호
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    • pp.403-413
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    • 2017
  • The fabric braided braking hose that delivers the driver's braking force to brake cylinder undergoes the large deformation cyclic motion according to the steering and bump/rebound motions of vehicle. The cyclic large deformation of braking hose may give rise to two critical problems: the interference with other adjacent vehicle parts and the micro cracking stemming from the fatigue damage accumulation. Hence, both the hose deformation and the fatigue damage become the critical issue in the design of braking hose. In this context, this paper introduces a multi-objective optimization method for minimizing the both quantities. The total length of hose and the helix angles of fabric braided composite layers are chosen for the design variables, and the maximum hose deformation and the critical fatigue life cycle are defined by the individual single objective functions. The trade-off between two single objective functions is made by introducing the weighting factors. The proposed optimization method is validated and the improvement of initial hose design is examined through the benchmark simulation. Furthermore, the dependence of optimum solutions on the weighting factors is also investigated.

LED 등명기 경량화를 위한 복합재료 적용 기초 연구 (A Basic Study on the Application of Composite Materials for the Light-weight LED Beacon)

  • 유성환;신경호;이동희
    • Composites Research
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    • 제28권5호
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    • pp.322-326
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    • 2015
  • 본 연구에서 고출력 LED를 개발하였고 등명기의 경량화 설계를 위한 복합재료의 적용에 대해 검토하였다. 복합재료의 적용을 통해 수직 변형량이 17% 감소하였고 전체중량은 알루미늄 소재 적용 대비 20% 감소에 해당하는 8.9 kg을 줄일 수 있었다. 방열 특성 측정 결과, 외기온도 $20^{\circ}C$ 조건에서 LED 패키지의 최고온도는 $63.5^{\circ}C$로 측정되었다. LED 패키지의 성능 및 수명을 고려할 때 적합한 온도 수준이다. 본 연구에서는 고출력 LED 등명기의 경량화를 위한 복합재료의 적용 가능성을 확인할 수 있었다.

지식 분류의 자동화를 위한 클러스터링 모형 연구 (Development of a Clustering Model for Automatic Knowledge Classification)

  • 정영미;이재윤
    • 정보관리학회지
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    • 제18권2호
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    • pp.203-230
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    • 2001
  • 본 연구에서는 문헌을 기반으로 한 지식의 자동분류를 위해 최적의 클러스터링 모형을 제시하고자 하였다. 클러스터링 실험을 위해서 신문기사 실험집단과 학술논문 초록 실험집단을 구축하였고, 분류 성능 평가 척도인 WACS를 개발하였다. 분류자질로 사용한 용어의 집합은 다양한 자질 축소 기준을 적용하여 생성하였으며, 다양한 용어 가중치를 사용하였다. 유사계수 공식으로는 코사인 계수와 자카드 계수를 적용하였으며, 클러스터링 알고리즘으로는 비계층적 기법인 완전연결 기법과 계층적 기법인 K-means기법을 각각 사용하였다. 실험 결과 신문기사 원문 집단에서의 성능이 좋았으며, 완전연결 기법의 성능이 K-means 기법보다 높게 나타났다. 역문헌빈도의 적용은 완전연결 클러스터링에서는 긍정적인 효과가 나타났으나, K-means 클러스터링에서는 그렇지 못했다. 분류자질은 전체의 7.66%만 사용하였을 경우에도 성능 저하가 크지 않았으며, K-means 클러스터링에서는 오히려 성능 향상 효과가 있었다.

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체중 10kg이하 심실중격결손증 환아의 임상적 고찰 (A Clinical Analysis of Ventricular Septal Defect Infants Weighting Less Than 10kg of Body Weght)

  • 손제문
    • Journal of Chest Surgery
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    • 제27권8호
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    • pp.650-655
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    • 1994
  • The author analyzed 99patients with VSD weighting less than 10kg of body weight who underwent surgical correction from 1981 to 1992 at cardiovascular department of Hanyang University hospital. Patients occupied 29.3% of total cases who were underwent surgical corrections for congenital heart diseases during that time. Of the 99 patients, 51 patients were male [52%] and 48 patients[48%] were female. Age ranged from 28 days to 36 months with mean age of 13.6 months. Mean body weight was 7.53kg. According to Kirklin`s anatomical classification, type II defect was most common [61.6%]. Associated anomaly was found in 48 patients [48.5%]. Patent foramen ovale was most commonly associated cardiac anomaly [14.1%] and followed by atrial septal defect [12.1%], patent ductus arteriosus [10.1%]. Cardiac catheterization data were analyzed. The most common range of Qp/Qs, Rp/Rs, Pp/Ps were above 3.0, 0.1 - 0.25, and above 0.75 respectively. Among the indications of surgical correction, there were pulmonary hypertention in 69 patients, congestive heart failure in 44 patients, frequent respiratory infection in 47 patients, growth retardation in 33 patients. The most common surgical approach and method for VSD closure were right atriotomy[48.3%] and dacron patch closure[93.3%]. Complication rate was 13.1% [13 cases], and overall mortality was 17.1% [17 cases]. The cause of death consisted of low cardiac output syndrome[11 cases], acute renal failure[3 cases], sepsis[2 cases] and pulmonary insufficiency[1 case] in order of frequency.

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영산강 수계 지류.지천의 수질 특성 평가 및 등급화 방안 (Evaluation of Water Quality Characteristics and Grade Classification of Yeongsan River Tributaries)

  • 정수정;김갑순;서동주;김정현;임병진
    • 한국물환경학회지
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    • 제29권4호
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    • pp.504-513
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    • 2013
  • Water quality trends for major tributaries (66 sites) in the Yeongsan River basin of Korea were examined for 12 parameters based on water quality data collected every month over a period of 12 months. The complex data matrix was treated with multivariate analysis such as PCA, FA and CA. PCA/FA identified four factors, which are responsible for the structure explaining 78.2% of the total variance. The first factor accounting 27.3% of the total variance was correlated with BOD, TN, TP, and TOC, and weighting values were allowed to these parameters for grade classification. CA rendered a dendrogram, where monitoring sites were grouped into 5 clusters. Cluster 2 corresponds to high pollution from domestic wastewater, wastewater treatment and run-off from livestock farms. For grade classification of tributaries, scores to 10 indexes were calculated considering the weighting values to 3 parameters as BOD, TN and TP which were categorized as the first factor after FA. The highest-polluted group included 10 tributaries such as Gwangjucheon, Jangsucheon, Daejeoncheon, Gamjungcheon, Yeongsancheon. The results indicate that grade classification method suggested in this study is useful in reliable classification of tributaries in the study area.

고지방식이를 급여한 흰쥐의 패류식이 급여 효과 (The Effects of Dietary Shellfish on Lipid Metabolism in Rats Fed High-Fat Supplement)

  • 김은미
    • Journal of Nutrition and Health
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    • 제31권8호
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    • pp.1217-1225
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    • 1998
  • This study was conducted to investigate the effects of shellfish on lipid metabolism in rats fed high fat supplements. Male sprague-dawley rats weighting approximately 165g were fed a basal diet, a high fat diet, or a high fat diet plus shellfish for 4 weeks. The shellfishes on the were oyster, hard-shelled mussel, little neck clam, and march clam. Alfter 4 weeks high fat diet, supplementation of 20% lard significantly increased plasma. GOT, GPT, ${\gamma}$-GTP , and liver triglyceride (TG). Plasma GOT, GPT, ${\gamma}$-GTP , triglyceride, and total cholestrerol levels were significantly lower in shellfish groups than in basal and high-fat groups regardless of high-fat supplementation (p<0.05). The total lipid and cholesterol content in liver showed similar results(p<0.05). There were no differences in glucose, HDL-cholesterol in plasma and total cholesterol and total lipid in liver between basal and high-fat supplemented diets. Liong chain fatty acids, specific components of shellfishes group, were exclusively higher than in basal and high-fat diets, and were most well-reflected in liver and plasma. From the above results, the hypolipidemic effects of shellfish were detected in the process of inducing hyperlipidemia by high-fat supplement.

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