• Title/Summary/Keyword: correlation tracking

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Comparison of Aerosol Optical Properties from Different Models of Skyradiometer (스카이라디오미터 모델에 따른 에어러솔의 광학적 특성 비교)

  • Choi, Yongjoo;Ghim, Young Sung;Sohn, Byung-Ju
    • Atmosphere
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    • v.21 no.3
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    • pp.311-317
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    • 2011
  • Aerosol optical properties from the radiation measurements by SKYNET PREDE skyradiometers, POM-01 and POM-02 were compared during the inter-calibration campaign at Seoul in February 2009. The monochromatic solar flux at the top of the atmosphere ($F_0$) gave a relative standard deviation (RSD) of 9-10% for both instruments. This comparatively high value of RSD was probably because $F_0$ was determined at short time intervals, in the morning and afternoon, using the measurements made in the polluted environment of Seoul. Although POM-02 was more effective in tracking the solar radiation, aerosol optical depths (AODs) from the two instruments were very similar after the cloud screening procedure. The squared correlation coefficients ($R^2$) of single scattering albedo (SSA) and real and imaginary refractive indices between the two instruments was around 0.5 but increased to 0.7-0.8 when only using AOD greater than 0.4. Nevertheless, mean values of the Angstrom exponent, SSA, and the imaginary refractive index of POM-02 were higher than those of POM-01.

Analysis of the Applicability of Very Shortterm Rainfall Forecasts to Rainfall-Runoff Model (Radar를 이용한 초단시간 강우예측자료의 강우-유출 모형 적용성 분석)

  • Kim, Gwang-Seob;Kim, Jong-Pil;Bae, Dong-Jun
    • Proceedings of the Korea Water Resources Association Conference
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    • 2007.05a
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    • pp.1896-1899
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    • 2007
  • 우리나라의 태풍과 국지성 집중호우로 인한 풍수해 빈도는 점진적으로 증가하고 이와 관련된 인명 및 재산 피해 또한 증가하고 있는 실정이다. 피해저감을 위해 정확한 강우의 이동방향 및 강우량 예측은 절실하며 이를 토대로 한 유역의 강우-유출 분석이 필요하다. 본 연구에서는 강우의 이동방향과 2차원 면적강우량을 예측하기 위한 방법으로 TREC(Tracking Radar Echoes by Correlation) 기법과 실시간 Z-R 관계식을 이용하였다. 예측된 면적강우량의 강우-유출 모의에 대한 적용성을 분석하기 위하여 분포형 수문모형을 선정하여 분석하였다. 단시간 강우예측자료의 적용성을 검정하기 위하여 대상유역으로 중랑천유역을 선정하였으며 대상유역의 조도계수, 수로폭, 경사등과 같은 GIS 입력자료를 구축하였다. 검정을 위하여 중랑교 수위관측지점의 관측 수위 및 유량에 대한 분포형 강우-유출 모형의 계산 유량을 비교 분석하였다. 대상 강우사상은 2003년 9월 11일 00시에서 13일 00시까지 태풍 "매미"가 중랑천에 영향을 미친 기간을 선정하였다. 실시간 Z-R 관계식에 의한 비 예측 강우자료를 이용한 강우-유출 결과와 예측 강우에 대한 강우-유출 결과를 이용하여 단시간 강우예측의 강우-유출 모형 적용성을 분석하였다.

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Study of Short-Term Sunspot Motion toward Flare Onset Prediction

  • Suematsu, Yoshinori;Yatini, Clara Y.
    • The Bulletin of The Korean Astronomical Society
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    • v.36 no.2
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    • pp.87.2-87.2
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    • 2011
  • Proper motion of sunspots in several active regions was studied to detect their indicator on flare onset, using data from the Solar Flare Telescope at Mitaka (four flaring active regions), TRACE (e.g. NOAA 0424, M1.7 flare on 5 Aug. 2003) and Hinode (e.g. NOAA 10930, X3.4 flare on 13 Dec. 2006). The proper motion of individual sunspots was derived using a local correlation tracking method. As a result, we found that the sunspots that are located under or close to a part of chromospheric flaring patches showed a change in their moving direction prior to the flare onset. The change in their movements took place a half to two hours before the flare onset. On the other hand, sunspots in non-flaring areas or non-flaring active regions did not show this kind of change. It is likely, therefore, that if a sunspot shows the particular movement, a chromospheric flare is to occur in its nearby region. In the most active regions, the part of flare ribbons was located on an emerging bipolar pair of sunspots. The disturbance in the usual motion of the bipolar sunspots and in other sunspots as well can be interpreted as a sign of magnetic shear development leading to final magnetic energy buildup before its sudden release. We suggest that the change in sunspot motion in a short time scale prior to the flare onset can be regarded as a good indicator in predicting the onset timing and location of chromospheric flares.

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A Study on the generation and characteristics of Bent codes for Code Division Multiple Access Communication System (부호분할 다중통신 시스템을 위한 Bent 부호발생 및 특성에 관한 연구)

  • 이정재;최삼길;한영열
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.14 no.2
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    • pp.137-145
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    • 1989
  • In this paper we consider the design of bent sequence generators employing a modified bent function. Through the experimental results and simulation, we show that the period of sequences is $2^n$-1, the number of sequences in the set is $2n/2$, the largest magnitude of correlation is $2n/2$+1, and the sequence generators easy to randomly initialize into any assigned code and hence can be rapidly hopped from sequence to sequence. And we construct a code synchronization system with bent sequence generator as the local code generator, a sliding correlator and DLL as the acquisition subsystem and the tracking subsystem, respectively for DS-CODA, and verify the experimenta results for accomplishing code synchronism.

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A Study on the Recommendation Algorithm based on Trust/Distrust Relationship Network Analysis (사용자 간 신뢰·불신 관계 네트워크 분석 기반 추천 알고리즘에 관한 연구)

  • Noh, Heeryong;Ahn, Hyunchul
    • Journal of Information Technology Applications and Management
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    • v.24 no.1
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    • pp.169-185
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    • 2017
  • This study proposes a novel recommendation algorithm that reflects the results from trust/distrust network analysis as a solution to enhance prediction accuracy of recommender systems. The recommendation algorithm of our study is based on memory-based collaborative filtering (CF), which is the most popular recommendation algorithm. But, unlike conventional CF, our proposed algorithm considers not only the correlation of the rating patterns between users, but also the results from trust/distrust relationship network analysis (e.g. who are the most trusted/distrusted users?, whom are the target user trust or distrust?) when calculating the similarity between users. To validate the performance of the proposed algorithm, we applied it to a real-world dataset that contained the trust/distrust relationships among users as well as their numeric ratings on movies. As a result, we found that the proposed algorithm outperformed the conventional CF with statistical significance. Also, we found that distrust relationship was more important than trust relationship in measuring similarities between users. This implies that we need to be more careful about negative relationship rather than positive one when tracking and managing social relationships among users.

Effects of Condensation Heat Transfer Model in Calculation for KNGR Containment Pressure and Temperature Response

  • Eoh, Jae-Hyuk;Park, Shane;Jeun, Gyoo-Dong;Kim, Moo-Hwan
    • Nuclear Engineering and Technology
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    • v.33 no.2
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    • pp.241-253
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    • 2001
  • Under severe accidents, the pressure and temperature response has an important role for the integrity of a nuclear power plant containment. The history of the pressure and temperature is characterized by the amount and state of steam/air mixture in a containment. Recently, the heat transfer rate to the structure surface is supposed to be increased by the wavy interface formed on condensate film. However, in the calculation by using CONTAIN code, the condensation heat transfer on a containment wall is calculated by assuming the smooth interface and has a tendency to be underestimated for safety. In order to obtain the best- estimate heat transfer calculation, we investigated the condensation heat transfer model in CONTAIN 1.2 code and adopted the new forced convection correlation which is considering wavy interface. By using the film tracking model in CONTAIN 1.2 code, the condensate film is treated to consider the effect of wavy interface. And also, it was carried out to investigate the effect of the different cell modelings - 5-cell and 10-cell modeling - for KNGR(Korean Next Generation Reactor) containment phenomena during a severe accident. The effect of wavy interface on condensate film appears to cause the decrease of peak temperature and pressure response . In order to obtain more adequate results, the proper cell modeling was required to consider the proper flow of steam/air mixture.

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Meta-analysis for the studies on extrasolar planets using Kepler mission data

  • Jung, So-Yoon;Yoon, Tae Seog;Lee, Hyunsook
    • The Bulletin of The Korean Astronomical Society
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    • v.41 no.1
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    • pp.78.4-79
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    • 2016
  • This study aims to overview research articles on extrasolar planets using Kepler mission data during the period of 2009-2015 in order to discover research trends in them. Kepler space observatory is a NASA space observatory for extrasolar planet expedition launched in March 2009, contributed to the discovery and tracking of extrasolar planets and its candidates. In order to achieve the goal of this study, we classified research subjects from studies on Kepler mission data year by year and found the most frequent research topics each year. We also conducted a comparative analysis on the research subjects based on time series and examined any changes with respect to the goal of Kepler mission. Statistical meta-analysis is employed as the analysis method for the key words presented in the research articles. This study is a part of on-going research to find the correlation between the physical parameters of the host star and extrasolar planets. The results of this study could offer new directions in researches utilizing Kepler mission data as those meta-analyses in social sciences often suggest new opportunities. We have high expectations that more extrasolar planet studies will follow as we make further progresses in various analyses.

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Design of a PC based Real-Time Software GPS Receiver (PC기반 실시간 소프트웨어 GPS 수신기 설계)

  • Ko, Sun-Jun;Won, Jong-Hoon;Lee, Ja-Sung
    • The Transactions of the Korean Institute of Electrical Engineers D
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    • v.55 no.6
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    • pp.286-295
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    • 2006
  • This paper presents a design of a real-time software GPS receiver which runs on a PC. The software GPS receiver has advantages over conventional hardware based receivers in terms of flexibility and efficiency in application oriented system design and modification. In odor to reduce the processing time of the software operations in the receiver, a shared memory structure is used with a dynamic data control, and the byte-type IF data is processed through an Open Multi-Processing technique in the mixer and integrator which requires the most computational load. A high speed data acquisition device is used to capture the incoming high-rate IF signals. The FFT-IFFT correlation technique is used for initial acquisition and FLL assisted PLL is used for carrier tracking. All software modules are operated in sequence and are synchronized with pre-defined time scheduling. The performance of the designed software GPS receiver is evaluated by running it in real-time using the real GPS signals.

The Variation of Visitor' Behavior in relation to the Planar Exhibition and the Three Dimensional Exhibition in Art Museum;focused on Busan Museum of Modern Art (미술관에서 평면전시와 입체전시에 따른 관람행태의 변화;부산시립미술관을 중심으로)

  • Jeong, Jae-Hoon
    • Korean Institute of Interior Design Journal
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    • v.17 no.4
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    • pp.84-91
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    • 2008
  • The objective of this study is to investigate how visitors' behavior change in relation to the pattern of exhibition in art museum. For the purpose Busan Museum of Modern Art was selected as the sample in this study. And two patterns of exhibition, namely the planar exhibition and the three dimensional exhibition, were surveyed using the tracking movement method. The data gathered from random-sampling 60 visitors in a art museum was analyzed by the correlation analysis and T-test. The results are as follows; 1) There is no meaningful difference in visitors' behavior by the exhibition pattern in terms of their viewing area, viewing time, viewing distance, viewing velocity, viewing rate. 2) In contrast, there is meaningful difference in terms of the number of stops by visitors and the time spent without movement to see the objects; visitors stopped more often and stayed longer within the three dimensional exhibition space than the planar exhibition in a art museum. In sum, visitors extrinsically show no big behavioral difference between the planar exhibition and the three dimensional exhibition, but much difference in the way they communicate with objects; they show more active behavior within the three dimensional exhibition space.

Confidence Measure of Depth Map for Outdoor RGB+D Database (야외 RGB+D 데이터베이스 구축을 위한 깊이 영상 신뢰도 측정 기법)

  • Park, Jaekwang;Kim, Sunok;Sohn, Kwanghoon;Min, Dongbo
    • Journal of Korea Multimedia Society
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    • v.19 no.9
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    • pp.1647-1658
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    • 2016
  • RGB+D database has been widely used in object recognition, object tracking, robot control, to name a few. While rapid advance of active depth sensing technologies allows for the widespread of indoor RGB+D databases, there are only few outdoor RGB+D databases largely due to an inherent limitation of active depth cameras. In this paper, we propose a novel method used to build outdoor RGB+D databases. Instead of using active depth cameras such as Kinect or LIDAR, we acquire a pair of stereo image using high-resolution stereo camera and then obtain a depth map by applying stereo matching algorithm. To deal with estimation errors that inevitably exist in the depth map obtained from stereo matching methods, we develop an approach that estimates confidence of depth maps based on unsupervised learning. Unlike existing confidence estimation approaches, we explicitly consider a spatial correlation that may exist in the confidence map. Specifically, we focus on refining confidence feature with the assumption that the confidence feature and resultant confidence map are smoothly-varying in spatial domain and are highly correlated to each other. Experimental result shows that the proposed method outperforms existing confidence measure based approaches in various benchmark dataset.