• Title/Summary/Keyword: Cross spectral analysis

검색결과 127건 처리시간 0.03초

심박변동 신호의 시-주파수 분석을 이용한 스트레스 분석에 관한 연구 (The Analysis of Mental Stress using Time-Frequency Analysis of Heart Rate Variability Signal)

  • 성홍모;이주성;김원식;이현숙;윤영로;신태민
    • 대한의용생체공학회:의공학회지
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    • 제25권6호
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    • pp.581-587
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    • 2004
  • FFT 나 AR 방법에 기초해서 파워스펙트럼을 구하는 방법은 생체신호와 같이 시간에 따라 그 특성이 빠르게 변화하는 신호에는 적합하지 않다. 반면, 시-주파수 방법은 시간에 따라 특성이 변하는 신호를 분석하기에 유용한 장점을 지니고 있다. 본 논문에서는 시-주파수 분석방법을 이용하여 시-주파수 영역에서 심박변동신호를 분석하는 방법을 연구하였다. 여러 종류의 시-주파수 커널 함수들 중에서 심박변동 신호에 적합한 방법을 찾기 위해서 모의 HRV 신호를 이용하였다. HRV 모의신호를 이용하여 커널 함수들의 시간-주파수 분해 능력과 교차성분제거 능력에 대한 평가를 하였고 시-주파수 영역에서 심박변동신호의 주파수 성분들을 추출해 내는 방법들을 제시하였다. 17명의 피험자들을 대상으로 동전쌓기 실험을 3분씩 시행하여 심전도 실험을 측정한 다음 이를 심박변동 신호로 재구성하여 분석하였다. 실험결과 피험자들에게 가해진 정신적 스트레스는 교감신경을 활성화 시켜 LF/HF 증가의 원인이 되는 것으로 나타났다. 실험수행능력에 따라 두 그룹으로 나누어 관찰하였는데 스트레스를 많이 받는 그룹이 그렇지 않은 경우에 비해 작업능력이 떨어짐을 알 수 있었다.

황사 발원지 기후자료의 시계열 특성과 부산지역 먼지 농도의 연관성 분석 (The Spectral Characteristics of Climatological Variables over the Asian Dust Source Regions and its Association with Particle Concentrations in Busan)

  • 손혜영;김철희
    • 한국지구과학회지
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    • 제30권6호
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    • pp.734-743
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    • 2009
  • 본 연구는 부산지역의 먼지 농도와 황사발원지의 기후학적 요소를 주기분석 함으로써 부산지역의 먼지농도 주기에 영향을 주는 기후학적 조건, 특히 황사 발생과의 관련성에 대하여 고찰하였다. 부산지역에서 관측된 먼지 농도 시계열 자료를 이용한 단일스펙트럼분석을 수행한 결과 배출량이나 강수 효과 등에 의해 나타난 일반적인 주기(1년, 7일) 이외에, 상대적으로 3-4년 주기가 우세하게 나타났으며, 먼지 농도와 부산지역의 기상자료 및 황사발원지에서의 풍속과의 교차스펙트럼 분석을 통한 주기 분석을 수행해 본 결과, 3-4년 주기일 때 먼지농도와 풍속, 기압은 양의 상관관계, 기온, 상대습도와는 각각 음의 상관관계가 나타났다. 이는 황사 발생 조건과 잘 부합되는 것으로 나타나, 3-4년의 먼지 농도 주기는 황사의 장거리 수송과 관련이 있는 것으로 판단된다. 또한 황사 발생은 발원지의 지표 상태에 따라 발생빈도가 달라지므로, 여러 기후학적 요소들 중 황사발원지에서의 강수량과의 주기 분석을 수행해 본 결과, 발원지에서의 강수량 그 자체보다는 발원지에서의 가뭄지수(EDI)의 시계열이 우리나라 먼지 농도의 3-4년 주기와 더 연관이 있는 것으로 나타났고 이는 기후학적으로 황사 발원지에서의 지표건조 특성의 변동성과 연관이 있는 것으로 나타났다.

Responding to the Spectral Voice of the Outcast: Reading of William Wordsworth's "The Thorn"

  • Kang, Heewon
    • 비교문화연구
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    • 제36권
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    • pp.37-59
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    • 2014
  • William Wordsworth's "The Thorn" revolves around the following questions: Who is Martha? Why does she go to the mountain top and repeat her doleful cry? To these questions, it gives us two different kinds of answers; one derives from the villagers, and the other from the narrator. This essay attempts to examine how the answers exemplify two different critical approaches to the problem of community, using Jacques Lacan's account of sexual difference in his seminar on Encore as a guiding thread of analysis. The important thing to retain here is that sexual difference in Lacan's seminar on Encore does not so much indicate biological determinations as two distinct forms of relating to the other which are intimately bound up with the question of how a community is constructed and maintained. The first form, called "masculine," suggests that it is a radical exception to a community that makes possible the community as a field of totality or sameness; the second form, called "feminine," shows that each of the subjects cannot be regarded as a member of a closed community which is guaranteed by the exceptionality, but as an exception that is radically singular. This in turn leads us to consider the possibility that the masculine form has to do with the villagers' effort to distinguish themselves from Martha and the feminine form with the way in which the narrator confronts and represents her. In the course of his formulation of sexuation graph, Lacan stresses that the masculine side must be supplemented by the feminine side, which allows us to elaborate on why, concerning Martha, the narrator does not just keep the completely different position from the villagers'. This is to say that the villagers' representation of Martha as an exception to the community should be supplemented by the narrator's attempt to tell Martha's story as the villagers do and at the same time to capture something of her enigmatic unrepresentability. Bearing in mind Charles Shepherdson's elaboration of traumatic memory, this essay also tries to clarify how the narrator preserves and even transmits something of Martha's truth that is embodied in her uncontrollable and unassimilable cry.

IMAGE DATA CHAIN ANALYSIS FOR SATELLITE CAMERA ELECTRONIC SYSTEM

  • Park, Jong-Euk;Kong, Jong-Pil;Heo, Haeng-Pal;Kim, Young-Sun;Chang, Young-Jun
    • 대한원격탐사학회:학술대회논문집
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    • 대한원격탐사학회 2006년도 Proceedings of ISRS 2006 PORSEC Volume II
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    • pp.791-793
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    • 2006
  • In the satellite camera, the incoming light source is converted to electronic analog signals by the electronic component for example CCD (Charge Coupled Device) detectors. The analog signals are amplified, biased and converted into digital signals (pixel data stream) in the video processor (A/Ds). The outputs of the A/Ds are digitally multiplexed and driven out using differential line drivers (two pairs of wires) for cross strap requirement. The MSC (Multi-Spectral Camera) in the KOMPSAT-2 which is a LEO spacecraft will be used to generate observation imagery data in two main channels. The MSC is to obtain data for high-resolution images by converting incoming light from the earth into digital stream of pixel data. The video data outputs are then MUXd, converted to 8 bit bytes, serialized and transmitted to the NUC (Non-Uniformity Correction) module by the Hotlink data transmitter. In this paper, the video data streams, the video data format, and the image data processing routine for satellite camera are described in terms of satellite camera control hardware. The advanced satellite with very high resolution requires faster and more complex image data chain than this algorithm. So, the effective change of the used image data chain and the fast video data transmission method are discussed in this paper

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Studies on 5 Protein Fractions Prediction of Forage Legume Mixture by NIRS

  • Lee, Hyo-Won;Jang, Sungkwon;Lee, Hyo-Jin;Park, Hyung-Soo
    • 한국초지조사료학회지
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    • 제34권3호
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    • pp.214-218
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    • 2014
  • This study was conducted to assess the feasibility of near-infrared reflectance spectroscopy (NIRS) as a rapid and reliable method for the estimation of crude protein (CP) fractions in forage legume mixtures (sudangrass and pea mixture, and kidney bean and potato mixture). A total of 178 samples were collected and their spectral reflectance obtained in the range of 400~2,500 nm. Of these, 50 samples were selected for calibration and validation, and 35 samples were used for calibration of the data set, and the modified partial least square regression (MPLSR) analysis was performed. The correlation coefficient ($r^2$) and the standard error of cross-validation (SECV) of the calibration models in the CP fractions, A, B1, B2, B3, and C, were 0.94 (1.05), 0.92 (0.74), 0.96 (0.95), 0.91 (0.42), and 0.83 (0.38), respectively. Fifteen samples were used for equation validation, and the $r^2$ and the standard error of prediction (SEP) were 0.87 (1.45), 0.91 (0.49), 0.94 (1.13), 0.36 (0.96), and 0.74 (0.67), respectively. This study showed that NIRS could be an effective tool for the rapid and precise estimation of CP fractions in forage legume mixtures.

위성영상을 이용한 대청호 남조류의 공간 분포 맵핑 (Spatial Distribution Mapping of Cyanobacteria in Daecheong Reservoir Using the Satellite Imagery)

  • 백신철;박진기;박종화
    • 한국농공학회논문집
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    • 제58권2호
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    • pp.53-63
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    • 2016
  • Monitoring of cyanobacteria bloom in reservoir systems is important for water managers responsible of water supply system. Cyanobacteria affect the taste and smell of water and pose considerable filtration problems at water use places. Harmful cyanobacteria bloom in reservoir have significant economic impacts. We develop a new method for estimating the cyanobacteria bloom using Landsat TM and ETM+ data. Developed model was calibrated and cross-validated with existing in situ measurements from Daecheong Reservoir's Water Quality Monitoring Program and Algae Alarm System. Measurements data of three stations taken from 2004 to 2012 were matched with radiometrically converted reflectance data from the Landsat TM and ETM+ sensor. Stepwise multiple linear regression was used to select wavelengths in the Landsat TM and ETM+ bands 1, 2 and 4 that were most significant for predicting cyanobacteria cell number and bio-volume. Based on statistical analysis, the linear models were that included visible band ratios slightly outperformed single band models. The final monitoring models captured the extents of cyanobacteria blooms throughout the 2004-2012 study period. The results serve as an added broad area monitoring tool for water resource managers and present new insight into the initiation and propagation of cyanobacteria blooms in Daecheong reservoir.

자유단이 있는 원주의 후류 유동특성에 관한 실험적 연구 (Flow structure of wake behind a finite circular cylinder)

  • 이상준;정용삼
    • 대한기계학회논문집B
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    • 제20권6호
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    • pp.2014-2022
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    • 1996
  • Flow characteristics of the wake behind a finite circular cylinder(FC) mounted on a flat plate was experimentally investigated. Three finite cylinder models having aspect ratio (length to diameter ratio, L/D) of 6,10 and 13 were tested in this study. Wake velocity was measured by a hot-wire anemometry at Reynolds number of 20,000, and the results were compared with those of two-dimensional circular cylinder. As a result, the free-end effect on the wake structure becomes more dominant with decreasing the aspect ratio(L/D) of the finite cylinder. Invisid flow entrained into the wake region decreases the turbulence intensity and periodicity of the vortex shedding due to existence of the free end. From spectral analysis and cross correlation of the velocity signals, vortices having 24Hz frequency characteristics are found in the down wash flow just behind the free end. There exists very complicated flow near the free end due to interaction between the entrained flow and streamwise vortices. Vortex formation region is destroyed significantly in the near wake and shows quite different wake structures from those of 2-D cylinder.

$Er^{3+}:LaF_3와\;Er^{3+}:YAlO_3$에서의 적외선으로부터 가시광선으로의 상방전환 (Intrared-to-visible upconversion in $Er^{3+}:LaF_3와\;Er^{3+}:YAlO_3$ crystals)

  • 임기수;이수천;오유미
    • 한국광학회지
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    • 제7권2호
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    • pp.120-128
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    • 1996
  • 1at.% Er$^{3+}$ :LaF$_{3}$와 1at.%Er$^{3+}$ :YAlO$_{3}$ 결정체에 대해 780-820nm에서 펌핑하여 적색, 녹색 및 청색이 상방전환 형광 발생을 상온과 14K에서 연구하였다. 두 재료에 대해 Er$^{3+}$ 이온의 $^{4}$I$_{9}$ 2/준위를 펌핑하기 위해 연속 출력의 티나튬 사파이어 레이저를 사용하였다. 이러한 $^{4}$F$_{9}$ 2/, $^{4}$S$_{3}$2/, $^{2}$P$_{3}$2/로부터 상방전환의 형광 발생 과정이 다단계 흡수와 교차 완화의 에너지 전달에 의한 것임을 스펙트럼의 분석을 통행 밝혀내었다.

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Surface-Engineered Graphene surface-enhanced Raman scattering Platform with Machine-learning Enabled Classification of Mixed Analytes

  • Jae Hee Cho;Garam Bae;Ki-Seok An
    • 센서학회지
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    • 제33권3호
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    • pp.139-146
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    • 2024
  • Surface-enhanced Raman scattering (SERS) enables the detection of various types of π-conjugated biological and chemical molecules owing to its exceptional sensitivity in obtaining unique spectra, offering nondestructive classification capabilities for target analytes. Herein, we demonstrate an innovative strategy that provides significant machine learning (ML)-enabled predictive SERS platforms through surface-engineered graphene via complementary hybridization with Au nanoparticles (NPs). The hybridized Au NPs/graphene SERS platforms showed exceptional sensitivity (10-7 M) due to the collaborative strong correlation between the localized electromagnetic effect and the enhanced chemical bonding reactivity. The chemical and physical properties of the demonstrated SERS platform were systematically investigated using microscopy and spectroscopic analysis. Furthermore, an innovative strategy employing ML is proposed to predict various analytes based on a featured Raman spectral database. Using a customized data-preprocessing algorithm, the feature data for ML were extracted from the Raman peak characteristic information, such as intensity, position, and width, from the SERS spectrum data. Additionally, sophisticated evaluations of various types of ML classification models were conducted using k-fold cross-validation (k = 5), showing 99% prediction accuracy.

강원도 농촌지역에서 토지이용에 따른 토양수분의 시계열적 변동 특성 및 토양 투수성 비교 (Comparison of Soil Permeability and Time-Series Variation of Soil Moisture in Areas with Different Land Use in an Agricultural Region of Gangwon Province, Korea)

  • 이민욱;이성빈;이진용
    • 지질공학
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    • 제32권4호
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    • pp.483-498
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    • 2022
  • 토양수분은 불포화대의 공극 내에 존재하는 물로 정의되며, 다양한 수문학적 과정과 밀접하게 연관되어 있다. 본 연구에서는 지하수에 대한 의존도가 높은 농촌지역인 연구지역을 덮고 있는 6가지의 토지이용에 따른 토양수분 함량 및 토양 투수성 비교를 통해 토양수분에 영향을 미치는 요인을 파악하여 향후 연구에 유용한 자료를 제공하는 것을 목적으로 한다. 시계열 자료를 이용하여 자기상관분석, 스펙트럼 밀도분석 및 교차상관분석을 수행하였다. 토양수분 함량은 약한 자기상관성 및 기억효과를 가지며, 강수량이 토양수분 함량에 상당한 영향을 미치는 것으로 사료된다. 토지이용 변화에 따라 포화 수리전도도는 크게 변화하지 않으며, 대신 불균질한 토양의 구조에 의하여 영향을 받는 것으로 보인다.