• Title/Summary/Keyword: 파워스펙트럼 분석

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On the Estimation Techniques of Hurst exponent (허스트 지수 산정 방법에 대한 고찰)

  • Kim, Byung-Sik;Kim, Hung-Soo;Seoh, Byung-Ha
    • Journal of Korea Water Resources Association
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    • v.37 no.12
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    • pp.993-1007
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    • 2004
  • There are many different techniques for the estimation of the Hurst exponent. However, the techniques can produce different characteristics for the persistence of a time series each other. This study uses several techniques such as adjusted range, resealed range(RR) analysis, modified restated range(MRR) analysis, 1/f power spectral density analysis, Maximum Likelihood Estimation(MLE), detrended fluctuations analysis(DFA), and aggregated variance time(AVT)method for the Hurst exponent estimation. The generated time series from chaos and stochastic systems are analyzed for the comparative study of the techniques. Then this study discusses the advantages and disadvantages of the techniques and also the limitations of them.

Analysis of Noise Power Spectrum According to Flat-Field Correction in Digital Radiography (디지털 의료영상에서 Flat-Field 보정에 따른 Noise Power Spectrum 분석)

  • Lee, Meena;Kwon, Soonmu;Chon, Kwon Su
    • Journal of the Korean Society of Radiology
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    • v.7 no.3
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    • pp.227-232
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    • 2013
  • The pixels used in a digital X-ray detector have different sensitivities and offset values. A non-uniform image is consequently obtained. Flat-field correction was introduced to resolve this problem and carried out image preprocessing in a digital imaging system. Nevertheless, the non-uniform images caused by several reasons have been being occasionally acquired. In this study, the non-uniform images acquired in digital imaging systems were applied to flat-field correction, and NPSs were calculated and analyzed with those images before and after correction. It was confirmed that low frequency noise were effectively eliminated.

천리안위성 원격측정명령계 RF부 궤도운용시험 결과 분석

  • Kim, Jung-Pyo;Im, Won-Gyu;Choe, Seung-Un;Yu, Sang-Beom;Lee, Sang-Gon
    • The Bulletin of The Korean Astronomical Society
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    • v.37 no.2
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    • pp.173.1-173.1
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    • 2012
  • 천리안 위성 원격측정명령계 RF부는 위성 장착 이후 발사 전까지 여러 단계의 위성체레벨 기능시험을 거치며 요구 성능을 만족하는지를 충분히 확인하였다. 위성 발사후부터 정상궤도 진입 후에 발사전 원격측정명령계 RF가 원하는 요구 기능 및 성능을 만족하고 있는지를 확인하는 궤도운용시험이 수행되었다. 본 논문은 원격측정명령계 RF부의 궤도운용시험 계획에 따라 수행하여 얻어진 시험 결과에 대한 분석에 대한 것이다. 먼저 발사 후 LEOP 동안 원격명령이 정상적으로 수신되고 수행되는지 확인하였다. 그 이후 원격명령이 언락되는 수신 파워 임계(Threshold) 입력 레벨 확인을 확인하였으며 원격측정 다운링크 주파수 변이가 요구범위에 있는지 확인하였으며, 수신신호 스펙트럼 측정을 통해 TM EIRP를 추정한 결과 링크 버짓 마진 대비 추가적인 마진이 있음을 확인하였으며 또한 TM 송신 신호 변조지수가 추정범위 안에 있는지를 확인하였다. 그리고 레인징 시험을 통해 수신기 및 레인징 기능이 정상적으로 동작하고 있음을 확인하였다. 이 궤도운용시험 결과는 후속 정지궤도복합위성 원격측정명령계 RF부 궤도운용시험을 위한 비교 자료로 활용될 것이다.

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A Study of Crust Structure at Svalbard Archipelago in Arctic Area by Using Gravity Data (중력자료를 이용한 북극 스발바드 군도의 지각구조연구)

  • Yu, Sang-Hoon;Yi, Song-Suk;Min, Kyung-Duck
    • The Korean Journal of Petroleum Geology
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    • v.13 no.1
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    • pp.17-23
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    • 2007
  • Gravity characteristics are investigated in the vicinity of the DASAN scientific station, located at the Svalbard Archipelago, the Arctic using ArcGP data. Boundary effects of free-air gravity anomalies, which appeared generally at the continental margin, are erased after Bouguer correction was applied. Complete Bouguer anomalies produced after terrain correction by GrOPO30 show that gravity anomalies increase from continent to marine. This phenomena seem to be related to the rise of Moho discontinuity. The cut-off frequency of 0.16 was decided after power spectrum analysis and the gravity anomalies were divided into two parts. Residual anomalies in high frequency part show that characteristics of high values along the faults and of low values related to thick sediments in the continent. Characteristic is low values from basement subsidence of continental slope or thick sediments in the marine. The undulation of Moho discontinuity from 3-D inversion modeling show typical characteristics of continental margin that become higher from Svalbard archipelago to Knipovich ridge bordering Eurasian plate.

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A Gravity Characteristic of Svalbard Archipelago in Arctic by Using ArcGP Data (ArcGP 자료를 이용한 북극 스발바드 군도의 중력특성)

  • Yu Sang Hoon;Kim Chang Hwan;Hwang Jong Sun;Min Kyung Duck
    • 한국지구물리탐사학회:학술대회논문집
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    • 2005.05a
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    • pp.255-260
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    • 2005
  • A Gravity characteristic of Svalbard archipelago in Arctic was studied by using ArcGP data. There are situated the Dasan science station. After bouguer correction, an edge effect of free-air anomaly, which is similar to topography, are not shown at passive continent margin, and after terrain correction with GTOPO30 data, gravity anomaly increases from continent to marine. that is deep connected with rise of Moho discontinuity. The correlation of topography and free-air anomaly shows that the isostasy of continent attains a little less than marine. After filtering, the residual anomaly are shown high and low anomalies related to fracture zone in continent and base depression or thick sedimentary layer in continental slope, marine.

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Dielectric Thin Film Mirror Embedded Optical Fiber Couplers (유전체 박막 거울 내장형 광섬유 결합기)

  • 신종덕
    • Korean Journal of Optics and Photonics
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    • v.4 no.4
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    • pp.420-427
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    • 1993
  • Dielectric thin film mirrors are embedded in multimode and single-mode fibers by a fusion splicing technique. The fibers with $45{\circ}$ angled embedded mirrors serve as ultra-compact directional couplers with low excess optical loss of 0.2 dB for multimode and 0.5 dB for single mode at 1.3 ${\mu}m$ and excellent mechanical properties. The reflectance is wavelength dependent and strongly polarization depencient. Far-field scans of the reflected output power measured with a white-light source show a pattern which is almost circularly symmetric with aspect ratio of 1.09 at 5% of the peak power. The splitting ratio in a multimode coupler measured with a diode laser source is much less dependent on input coupling conditions than in conventional fused biconical-taper couplers, indicating that these couplers are less susceptible to modal noise occuring in optical fiber communication systems. Spectral properties of multilayer internal mirrors normal to the fiber axis have been investigated experimentally, and a matrix analysis has been used to explain the results.

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Statistical Analysis of Brain Activity by Musical Stimulation (음악적 자극에 의한 뇌 활성도의 통계적 해석)

  • Jung, Yu-Ra;Jang, Yun-Seok
    • The Journal of the Korea institute of electronic communication sciences
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    • v.16 no.1
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    • pp.89-94
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    • 2021
  • In this paper, we presented the results of analysis with data obtained through EEG measurements to confirm the effect of musical stimulus when performing mathematical tasks. While the subject was solving a mathematical task, favorite and unfavorite music classified according to the subject's preference were presented as musical stimulus and the tasks were divided into memorization task and procedure task. The data measured in the EEG experiments was divided into theta waves, SMR waves and mid-beta waves which are the frequency bands related to concentration to compare the relative power spectrum values. In our results, in the case of comparing no music with favorite music and no music with unfavorite music, a significant difference was observed in the several channels, and the average difference was shown in the channels F3 and F4 of the frontal lobe. In that channels, the power was found to be greater when the music was presented than the case where there was no music. Depending on the subject's preference, it was confirmed that favorite music showed greater brain activity than unfavorite music.

A Study on the Geophysical Characteristics and Geological Structure of the Northeastern Part of the Ulleung Basin in the East Sea (동해 울릉분지 북동부지역의 지구물리학적 특성 및 지구조 연구)

  • Kim, Chang-Hwan;Park, Chan-Hong
    • Economic and Environmental Geology
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    • v.43 no.6
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    • pp.625-636
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    • 2010
  • The geophysical characteristics and geological structure of the northeastern part of the Ulleung Basin were investigated from interpretation of geophysical data including gravity, magnetic, bathymetry data, and seismic data. Relative correction was applied to reduce errors between sets of gravity and magnetic data, obtained at different times and by different equipments. The northeastern margin of the Ulleung Basin is characterized by complicated morphology consisting of volcanic islands (Ulleungdo and Dokdo), the Dokdo seamounts, and a deep pathway (Korea Gap) with the maximum depth of -2500 m. Free-air anomalies generally reflect the topography effect. There are high anomalies over the volcanic islands and the Dokdo seamounts. Except local anomalous zones of volcanic edifices, the gradual increasing of the Bouguer anomalies from the Oki Bank toward the Ulleung Basin and the Korea Gap is related to higher mantle level and denser crust in the central of the Ulleung Basin. Complicated magnetic anomalies in the study area occur over volcanic islands and seamounts. The power spectrum analysis of the Bouguer anomalies indicates that the depth to the averaged Moho discontinuity is -16.1 km. The inversion of the Bouguer anomaly shows that the Moho depth under the Korea Gap is about -16~17 km and the Moho depths towards the Oki Bank and the northwestern part of Ulleung Island are gradually deeper. The inversion result suggests that the crust of the Ulleung Basin is thicker than normal oceanic crusts. The result of 20 gravity modeling is in good agreement with the results of the power spectrum analysis and the inversion of the Bouguer anomaly. Except the volcanic edifices, the main pattern of magnetization distribution shows lineation in NE-SW. The inversion results, the 2D gravity modeling, and the magnetization distribution support possible NE-SW spreading of the Ulleung Basin proposed by other papers.

A Study on Micro Clustering Technology for Breeding Pig Behavior Analysis (모돈 행동 특성 분석을 위한 마이크로 클러스터링 기술 연구)

  • Cho, Jinho;Oh, Jong-woo;Lee, DongHoon
    • Proceedings of the Korean Society for Agricultural Machinery Conference
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    • 2017.04a
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    • pp.165-165
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    • 2017
  • 모돈은 사육 특성상 제한된 파일롯 공간 안에 장시간 머물기 때문에 과중한 몸무게에 의한 지제 이상, 섭식 등의 불량, 수면상태의 불량 등을 지속적으로 관찰해야 하는 대상이다. 측면에 다수의 초음파 센서를 설치하여 기립의 상태 및 운동 시 몸체 궤적의 특성을 분석하여 종합적으로 모돈의 행동 특성을 정량화 하고자 하였다. 이 과정에서 계측 신호의 값을 대수적으로 비교하는 방식에 한계가 있음을 발견하였고, 이를 해결하고자 10 Hz/Ch 내외의 시계열 상대거리 궤적 신호를 주파수 도메인으로 변경하여 분석을 수행하였다. 일정 주파수에 집중되어 있는 주파수 값의 크기 변화(파워 스펙트럼 밀도)를 기준으로 모돈의 움직임의 정상 상태 유무 판별이 가능하였다. 단, 이러한 분석은 계측 데이터를 일괄 처리 방식으로 분석하는 방법으로 도출이 되었으므로, 계측과 정량 분석을 동시에 수행하기 위한 개선이 필요하였다. 계측 시스템에서 사용한 마이크로 프로세서는 Nucleo-446(STMelectronics, CA, USA)로 180 Mhz의 클럭 속도로 작동하나, 총 100 Hz 내외의 16비트 계측 신호에 대해 추가적으로 FFT 등의 주파수 변환 신호 처리를 수행하기에는 연산 능력이 부족하였다. 한편, 주파수 분석의 주기를 1분 단위로 할 경우 처리해야할 정보의 크기는 $100{\times}60{\times}5{\times}2Byte$ 이므로 1분 내에 해당 연산을 종료할 수 있는 추가의 연산 장치가 필요하였다. 계측과 주파수 도메인 변환 연산을 동시에 수행하기 위하여 1 Ghz의 연산능력을 가진 ARM A9 계열의 초소형 멀티코어 AP인 NanoPi Neo Air(Friendlyarm, Guangzhou, China)을 선정하였다. 4개의 코어를 각각 계측, Median 필터링, Smoothing 연산, FFT 분석에 사용하여 1분 단위, 2분 단위, 5분 단위의 주파수 분석을 동시에 수행하였다. 병렬 연산 라이브러리는 오픈 소스인 MPICH(www.mpich.org)를 이용하였다. 상대적으로 여유있는 자원을 보유하고 코어를 실시간으로 결정하여 다수의 모돈 개체 동시 모니터링을 위한 네트워크 연결 역할을 동시에 수행하도록 하였다. 1주일 내외의 요인 실험 수행 결과, 약 70 Mbyte의 데이터가 축적이 되었으며, 1분 단위, 2분 단위, 5분 단위의 주파수 도메인 변환 후 결과를 동시에 취득할 수 있었다. 일부 주파수 도메인 상의 파워 밀도 값이 모돈의 행동 특성에 분석에 유효한 정보를 제공함을 발견하였다. 모돈사 내 현장 보급이 가능한 초소형 AP와 멀티 코어 기반 병렬 처리 기법을 이용한 현장 진단 시스템 개발 연구를 지속적으로 수행할 것이다.

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Spectra of Road Surface Roughness on Bridges of Minor Road (지방도 도로교 노면조도의 스펙트럼)

  • Chung, Tae Ju;Cha, Bong Ki
    • KSCE Journal of Civil and Environmental Engineering Research
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    • v.36 no.5
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    • pp.757-767
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    • 2016
  • The power spectral density (PSD) for the road surface roughness on the bridges of minor roads in Wonju city and Hoengseong-gun, Gangwon-do is presented. To obtain the PSD, the road surface roughness on 18 different bridges with various superstructure type and span is measured by GPS at every 10 to 30cm interval. Assuming the PSD as the stationary normal probability process with zero mean value, the PSD of measured road surface roughness is obtained by applying the Maximum Entropy Method (MEM). A simple formula in evaluating the PSD of RC slab bridge, Rahmen bridge and PSC I-girder bridge which is applicable to the dynamic response analysis of bridges considering the road surface roughness is proposed. Using the calculated PSD curves, the road surface conditions on the 18 bridges are evaluated. The statistical relationship between the PSD and the IRI is presented by applying linear regression and correlation analysis.