• 제목/요약/키워드: contaminated data

검색결과 578건 처리시간 0.036초

THEORY OF BACKGROUND NOISE CANCELLATION ON PREDICTION OF RESPONSE PROBABILITY DISTRIBUTION FOR AN ARBITRARY SOUND WALL SYSTEM AND ITS APPLICATION TO ACTUAL SOUND WALL SYSTEMS

  • Ohta, M.;Takaki, N.
    • 한국음향학회:학술대회논문집
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    • 한국음향학회 1994년도 FIFTH WESTERN PACIFIC REGIONAL ACOUSTICS CONFERENCE SEOUL KOREA
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    • pp.740-745
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    • 1994
  • In the actual situation of measuring the environmental noise, it is very often that only the resultant phenomenon fluctuation contaminated by the additional noise of arbitrary distribution type can be observed. Furthermore, the observed data is usually given in a sound level form the purpose of estimating only the undisturbed objective output response, some estimation method is necessary to reasonably remove the effect of the above additional noise. In this paper, first, a mathematical model of arbitrary sound insulation systems is introduced in the form of a linear system on intensity scale, by using the well-known additive property of energy quantities. Next, some estimation method of the output response under the existence of background noise is derived. Then, based on the expression of the above estimation method, a new prediction method of only the output response probability function form for arbitrary sound insulation systems without. a background noise is proposed by use of observed data contaminated by a background noise. Finally, the effectiveness of the proposed method is confirmed experimentally too by applying it to the actual various type sound wall systems.

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Application of the Empirical Orthogonal Functions on the GRACE Spherical Harmonic Solutions

  • Eom, Jooyoung;Seo, Ki-Weon
    • 한국지구과학회지
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    • 제39권5호
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    • pp.473-482
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    • 2018
  • During the period of 2002 to 2017, the Gravity Recovery And Climate Experiment (GRACE) had observed time-varying gravity changes with unprecedented accuracy. The GRACE science data centers provide the monthly gravity solutions after removing the sub-monthly mass fluctuation using geophysical models. However, model misfit makes the solutions to be contaminated by aliasing errors, which exhibits peculiar north-south stripes. Two conventional filters are used to reduce the errors, but signals with similar spatial patterns to the errors are also removed during the filtering procedure. This would be particularly problematic for estimating the ice mass changes in Western Antarctic Ice Sheet (WAIS) and Antarctic Peninsula (AP) due to their similar spatial pattern to the elongated north-south direction. In this study, we introduce an alternative filter to remove aliasing errors using the Empirical Orthogonal Functions (EOF) analysis. EOF can decompose data into different modes, and thus is useful to separate signals from noise. Therefore, the aliasing errors are effectively suppressed through EOF method. In particular, the month-to-month mass changes in WAIS and AP, which have been significantly contaminated by aliasing errors, can be recovered using EOF method.

농경작업 영향지역의 금속광상에 대한 토양 지구화학 탐사법 개발 연구 (A Study on the Developement of Soil Geochemical Exploration Method for Metal Ore Deposits Affected by Agricultural Activity)

  • 김옥배;이무성
    • 자원환경지질
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    • 제25권2호
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    • pp.145-151
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    • 1992
  • In order to study the optimum depth for the soil geochemical exploration in the area which is affected by agricultural activities and waste disposal of metal mine, the soil samples were sampled from the B layer of residual soil and vertical 7 layers up to 250 cm in the rice field and 3 layers up to 90 cm in the ordinary field. They were analyzed for Au, As, Cu, Pb and Zn by AAS, AAS-graphite furnace and ICP. To investigate the proper depth for the soil sampling in the contaminated area, the data were treated statistically by applying correlation coefficient, factor analysis and trend analysis. It is conclude that soil geochemical exploration method could be applied in the farm-land and a little contaminated area. The optimum depth of soil sampling is 60 cm in the ordinary field, and 150~200 cm in the rice field. Soil sampling in the area of a huge mine waste disposal is not recommendable. Plotting of geochemical map with factor scores as a input data shows a clear pattern compared with the map of indicater element such as As or Au. The second or third degree trend surface analysis is effective in inferring the continuity of vein in the area where the outcrop is invisible.

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REGULARIZED SOLUTION TO THE FREDHOLM INTEGRAL EQUATION OF THE FIRST KIND WITH NOISY DATA

  • Wen, Jin;Wei, Ting
    • Journal of applied mathematics & informatics
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    • 제29권1_2호
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    • pp.23-37
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    • 2011
  • In this paper, we use a modified Tikhonov regularization method to solve the Fredholm integral equation of the first kind. Under the assumption that measured data are contaminated with deterministic errors, we give two error estimates. The convergence rates can be obtained under the suitable choices of regularization parameters and the number of measured points. Some numerical experiments show that the proposed method is effective and stable.

Robustizing Kalman filters with the M-estimating functions

  • Pak, Ro Jin
    • Communications for Statistical Applications and Methods
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    • 제25권1호
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    • pp.99-107
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    • 2018
  • This article considers a robust Kalman filter from the M-estimation point of view. Pak (Journal of the Korean Statistical Society, 27, 507-514, 1998) proposed a particular M-estimating function which has the data-based shaping constants. The Kalman filter with the proposed M-estimating function is considered. The structure and the estimating algorithm of the Kalman filter accompanying the M-estimating function are mentioned. Kalman filter estimates by the proposed M-estimating function are shown to be well behaved even when data are contaminated.

Design of Robust Fuzzy-Logic Tracker for Noise and Clutter Contaminated Trajectory based on Kalman Filter

  • Byeongil Kim
    • 한국산업융합학회 논문집
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    • 제27권2_1호
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    • pp.249-256
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    • 2024
  • Traditional methods for monitoring targets rely heavily on probabilistic data association (PDA) or Kalman filtering. However, achieving optimal performance in a densely congested tracking environment proves challenging due to factors such as the complexities of measurement, mathematical simplification, and combined target detection for the tracking association problem. This article analyzes a target tracking problem through the lens of fuzzy logic theory, identifies the fuzzy rules that a fuzzy tracker employs, and designs the tracker utilizing fuzzy rules and Kalman filtering.

Deflate 압축 알고리즘에서 악성코드 주입 취약점 분석 (Malicious Code Injection Vulnerability Analysis in the Deflate Algorithm)

  • 김정훈
    • 정보보호학회논문지
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    • 제32권5호
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    • pp.869-879
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    • 2022
  • 본 연구를 통해 매우 대중적인 압축 알고리즘인 Deflate 알고리즘을 통해 생성되는 3가지 유형의 압축 데이터 블록 가운데 원본 데이터 없는 비 압축 블록(No-Payload Non-Compressed Block;NPNCB) 유형을 임의로 생성하여 정상적인 압축 블록 사이에 미리 설계된 공격 시나리오에 따라 삽입하는 방법을 통해 악의적 코드 또는 임의의 데이터를 은닉하는 취약점을 발견하였다. 비 압축 블록의 헤더에는 byte align을 위해서만 존재하는 데이터 영역이 존재하며, 본 연구에서는 이 영역을 DBA(Disposed Bit Area)라고 명명하였다. 이러한 DBA 영역에 다양한 악성 코드와 악의적 데이터를 숨길 수 있었으며, 실험을 통해 정상적인 압축 블록들 사이에 오염된 블록을 삽입했음에도 기존 상용 프로그램에서 정상적으로 경고 없이 압축 해제 되었고, 악의적 디코더로 해독하여 악성 코드를 실행할 수 있음을 보였다.

방사선 치료용 고에너지 전자선의 조직 내 선량분포 특성에 관한 연구 (Study on Characteristics of Dose Distribution in Tissue of High Energy Electron Beam for Radiation Therapy)

  • 나수경
    • 대한방사선치료학회지
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    • 제14권1호
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    • pp.175-186
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    • 2002
  • The purpose of this study is directly measure and evaluate about absorbed dose change according to nominal energy and electron cone or medical accelerator on isodose curve, percentage depth dose, contaminated X-ray, inhomogeneous tissue, oblique surface and irradiation on intracavitary that electron beam with high energy distributed in tissue, and it settled standard data of hish energy electron beam treatment, and offer to exactly data for new dote distribution modeling study based on experimental resuls and theory. Electron beam with hish energy of $6{\sim}20$ MeV is used that generated from medical linear accelerator (Clinac 2100C/D, Varian) for the experiment, andwater phantom and Farmer chamber md Markus chamber und for absorbe d dose measurement of electron beam, and standard absorbed dose is calculated by standard measurements of International Atomic Energy Agency(IAEA) TRS 277. Dose analyzer (700i dose distribution analyzer, Wellhofer), film (X-OmatV, Kodak), external cone, intracavitary cone, cork, animal compact bone and air were used for don distribution measurement. As the results of absorbed dose ratio increased while irradiation field was increased, it appeared maximum at some irradiation field size and decreased though irradiation field size was more increased, and it decreased greatly while energy of electron beam was increased, and scattered dose on wall of electron cone was the cause. In percentage depth dose curve of electron beam, Effective depth dose(R80) for nominal energy of 6, 9, 12, 16 and 20 MeV are 1.85, 2.93, 4.07, 5.37 and 6.53 cm respectively, which seems to be one third of electron beam energy (MeV). Contaminated X-ray was generated from interaction between electron beam with high energy and material, and it was about $0.3{\sim}2.3\%$ of maximum dose and increased with increasing energy. Change of depth dose ratio of electron beam was compared with theory by Monte Carlo simulation, and calculation and measured value by Pencil beam model reciprocally, and percentage depth dose and measured value by Pencil beam were agreed almost, however, there were a little lack on build up area and error increased in pendulum and multi treatment since there was no contaminated X-ray part. Percentage depth dose calculated by Monte Carlo simulation appeared to be less from all part except maximum dose area from the curve. The change of percentage depth dose by inhomogeneous tissue, maximum range after penetration the 1 cm bone was moved 1 cm toward to surface then polystyrene phantom. In case of 1 cm and 2 cm cork, it was moved 0.5 cm and 1 cm toward to depth, respectively. In case of air, practical range was extended toward depth without energy loss. Irradiation on intracavitary is using straight and beveled type cones of 2.5, 3.0, 3.5 $cm{\phi}$, and maximum and effective $80\%$ dose depth increases while electron beam energy and size of electron cone increase. In case of contaminated X-ray, as the energy increase, straight type cones were more highly appeared then beveled type. The output factor of intracavitary small field electron cone was $15{\sim}86\%$ of standard external electron cone($15{\times}15cm^2$) and straight type was slightly higher then beveled type.

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대규모 유류오염부지에 적용된 토양경작법의 정화효율 평가 (Evaluation of the Large Scale Petroleum-Contaminated Site for the Remediation of Landfarming)

  • 주원하;최상일;김종민;김보경;김성규;박상헌
    • 한국지하수토양환경학회지:지하수토양환경
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    • 제14권4호
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    • pp.15-22
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    • 2009
  • 대규모 유류오염 정화부지에 대해 수분 및 영양분 공급장치, 송풍장치, 바닥 차수 및 집수 장치등의 공학적 토양경작 시설을 적용하여 복원효율을 평가하였다. 복원초기 미생물의 생분해활성도 증가를 위해 영양제인 질소(N), 인(P) 등 주요영향인자들을 부지 환경에 맞도록 보정하여 주기적인 틸링 작업을 수행한 결과, 오염토양의 농도가 가장 높은 1,893 mg/kg일 때의 정화효율이 82%로 토양오염우려 "가" 지역 기준 500 mg/kg 이하인 348 mg/kg으로 감소하였다. 가장 원활하게 활동할 수 있는 온도 범위는 $28.9{\sim}35.6^{\circ}C$로 측정되었다. 또한 초기 농도가 서로 다른 오염토양의 TPH 농도가 법적기준 농도인 500 mg/kg 이하를 만족하는 38일 경과 후의 미생물 균수, 수분함량, 오염토양의 농도가 큰 변화 없이 일정하게 감소하였다.

수산생물 중 유해물질의 인체 노출 및 위해평가 시스템 개발 (Development of Human Exposure and Risk Assessment System for Chemicals in Fish and Fishery Products)

  • 이재원;이승우;최민규;이헌주
    • 한국환경보건학회지
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    • 제47권5호
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    • pp.454-461
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    • 2021
  • Background: Fish and fishery products (FFPs) unintentionally contaminated with various environmental pollutants are major exposure pathways for humans. To protect human health from the consumption of contaminated FFPs, it is essential to develop a systematic tool for evaluating exposure and risks. Objectives: To regularly, accurately, and quickly evaluate adverse health outcomes due to FFPs contamination, we developed an automated dietary exposure and risk assessment system called HERA (the Human Exposure and Risk Assessment system for chemicals in FFPs). The aim of this study was to develop an overall architecture design and demonstrate the major features of the HERA system. Methods: For the HERA system, the architecture framework consisted of multi-layer stacks from infrastructure to fish exposure and risk assessment layers. To compile different contamination levels and types of seafood consumption datasets, the data models were designed for the classification codes of FFP items, contaminants, and health-based guidance values (HBGVs). A systematic data pipeline for summarizing exposure factors was constructed through down-scaling and preprocessing the 24-hour dietary recalls raw dataset from the Korea National Health and Nutrition Examination Survey (KNAHES). Results: According to the designed data models for the classification codes, we standardized 167 seafood items and 2,741 contaminants. Subsequently, we implemented two major functional workflows: 1) preparation and 2) main process. The HERA system was developed to enable risk assessors to accumulate the concentration databases sustainably and estimate exposure levels for several populations linked to seafood consumption data in KNAHES in a user-friendly manner and in a local PC environment. Conclusions: The HERA system will support policy-makers in making risk management decisions based on a nation-wide risk assessment for FFPs.