• 제목/요약/키워드: point sampling

검색결과 821건 처리시간 0.026초

LIDAR를 이용한 삼차원 점군 데이터의 삼각망 구성 방법 및 샘플링에 따른 암반 불연속면 방향 검출에 관한 연구 (A Study on the Extraction of Slope Surface Orientation using LIDAR with respect to Triangulation Method and Sampling on the Point Cloud)

  • 이수득;전석원
    • 터널과지하공간
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    • 제26권1호
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    • pp.46-58
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    • 2016
  • 본 연구는 LIDAR라고 불리는 레이져 스캐너를 이용하여 관악산 주변 암반 불연속면을 스캔하여 얻은 삼차원 점군 데이터로부터 삼각망을 구성하고 이로부터 암반 불연속면의 방향을 검출하는 내용을 다루고 있다. 각 불연속면의 방향정보를 획득하는 데 Ball Pivoting, Wrap 알고리즘 두 가지 방법을 사용하고 점군의 샘플링 간격을 원간격, 2, 5, 10 cm로 다운샘플링 하였을 때의 방향 검출 효율성을 확인하였고 각각으로부터 얻어지는 방향정보를 퍼지 K-평균 클러스터링 기법을 이용하여 평사투영망 위에서 비교 분석하였다. 투영방향에 의존적인 Delaunay 삼각망 구성방법보다 Ball Pivoting, Wrap 알고리즘이 암반 불연속면 정보 검출에 더 적합함을 확인하였고, 샘플링 간격이 5 cm일 때 Ball Pivoting, Wrap 알고리즘 모두 가장 많은 패치를 검출해내었고 또한 가장 넓은 패치들의 면적을 검출해냄을 확인하였다.

순차적 샘플링과 크리깅 메타모델을 이용한 신뢰도 기반 최적설계 (Reliability-Based Design Optimization Using Kriging Metamodel with Sequential Sampling Technique)

  • 최규선;이갑성;최동훈
    • 대한기계학회논문집A
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    • 제33권12호
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    • pp.1464-1470
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    • 2009
  • RBDO approach based on a sampling method with the Kriging metamodel and Constraint Boundary Sampling (CBS), which is sequential sampling method to generate metamodels is proposed. The major advantage of the proposed RBDO approach is that it does not require Most Probable failure Point (MPP) which is essential for First-Order Reliability Method (FORM)-based RBDO approach. The Monte Carlo Sampling (MCS), most well-known method of the sampling methods for the reliability analysis is used to assess the reliability of constraints. In addition, a Cumulative Distribution Function (CDF) of the constraints is approximated using Moving Least Square (MLS) method from empirical distribution function. It is possible to acquire a probability of failure and its analytic sensitivities by using an approximate function of the CDF for the constraints. Moreover, a concept of inactive design is adapted to improve a numerical efficiency of the proposed approach. Computational accuracy and efficiency of the proposed RBDO approach are demonstrated by numerical and engineering problems.

절사표본에서 최적 절사점에 관한 연구 (A Study on the Optimal Cut-off Point in the Cut-off Sampling Method)

  • 이상은;조민지;신기일
    • 응용통계연구
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    • 제27권3호
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    • pp.501-512
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    • 2014
  • 상당수의 사업체 조사는 절사표본설계법을 사용하고 있다. 이는 절사표본설계법에서 얻은 전수층이 많은 정보를 포함하고 있어 전체 표본크기를 최소화 할 수 있는 장점이 있기 때문이다. 그러나 최근 전수층에 포함된 사업체들의 무응답률이 높아감에 따라 전수층이 가지고 있는 장점에 한계가 나타나고 있다. 이에 Lee (2011), Shin과 Lee (2013)는 표본설계 단계에서부터 주어진 허용오차를 만족하면서 전수층 규모를 최소화하는 연구를 실시하였다. 본 연구에서는 주어진 허용오차를 만족하고 Hidiroglou (1986)가 제안한 방법으로 산출 된 표본크기를 고정한 상태에서 표본층 분산에 알려진 함수를 적합하여 전수층 크기를 최소화하는 새로운 최적 절사점을 제안하였다. 또한 Hidiroglou (1986)와 Shin과 Lee (2013)가 제안한 절단분포를 이용한 방법과 본 연구에서 제안한 방법을 모의실험과 사례연구를 통해 비교하였다.

초고층건물의 사각조망에서 촬영된 지붕표면 열화상의 신뢰도 평가 (Evaluating Reliability of Rooftop Thermal Infrared Image Acquired at Oblique Vantage Point of Super High-rise Building)

  • 류택형;엄정섭
    • 한국태양에너지학회 논문집
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    • 제33권5호
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    • pp.51-59
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    • 2013
  • It is usual to evaluate the performance of the cool roof by measuring in-site rooftop temperature using thermal infra-red camera. The principal advantage of rooftop thermal infrared image acquired in oblique vantage point of super high-rise building as a remote sensor is to provide, in a cost-effective manner, area-wide information required for a scattered rooftop target with different colors, utilizing wide view angle and multi-temporal data coverage. This research idea was formulated by incorporating the concept of traditional remote sensing into rooftop temperature monitoring. Correlations between infrared image of super high-rise building and in-situ data were investigated to compare rooftop surface temperature for a total of four different rooftop locations. The results of the correlations analyses indicate that the rooftop surface temperature by the infrared images of super high-rise building alone could be explained yielding $R^2$ values of 0.951. The visible permanent record of the oblique thermal infra-red image was quite useful in better understanding the nature and extent of rooftop color that occurs in sampling points. This thermal infrared image acquired in oblique vantage point of super high-rise made it possible to identify area wide patterns of rooftop temperature change subject to many different colors, which cannot be acquired by traditional in-site field sampling. The infrared image of super high-rise building breaks down the usual concept of field sampling established as a conventional cool roof performance evaluation technique.

Effect of Bias on the Pearson Chi-squared Test for Two Population Homogeneity Test

  • Heo, Sunyeong
    • 통합자연과학논문집
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    • 제5권4호
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    • pp.241-245
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    • 2012
  • Categorical data collected based on complex sample design is not proper for the standard Pearson multinomial-based chi-squared test because the observations are not independent and identically distributed. This study investigates effects of bias of point estimator of population proportion and its variance estimator to the standard Pearson chi-squared test statistics when the sample is collected based on complex sampling scheme. This study examines the effect under two population homogeneity test. The standard Pearson test statistic can be partitioned into two parts; the first part is the weighted sum of ${\chi}^2_1$ with eigenvalues of design matrix as their weights, and the additional second part which is added due to the biases of the point estimator and its variance estimator. Our empirical analysis shows that even though the bias of point estimator is small, Pearson test statistic is very much inflated due to underestimate the variance of point estimator. In the connection of design-based variance estimator and its design matrix, the bigger the average of eigenvalues of design matrix is, the larger relative size of which the first component part to Pearson test statistic is taking.

OFDM에서 전송 신호의 oversampling을 통한 BER 성능개선에 관한 연구 (A study on the BER Performance Improvement by Oversampling of the Transmit Signal Waveform in OFDM)

  • 김지범;전형구;장종욱
    • 한국통신학회논문지
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    • 제29권10C호
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    • pp.1378-1386
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    • 2004
  • 본 논문에서는 oversampling에 의하여 BER 성능을 개선할 수 있는 OFDM 변복조 방식을 제안하였다. 제안된 OFDM 변복조 방식은 사용하는 반송파 개수 N과 동일한 개수의 0 데이터를 삽입하여 2N point IFFT하여 전송한다. 수신단에서는 두 배 높은 주파수로 샘플링하여 2N point FFT하여 신호를 복조한다. 본 논문에서는 AWGN 환경에서 제안된 방식이 기존의 방식에 비하여 SNR에서 3 dB 성능 개선이 이루어진다는 것을 수학적인 증명을 시도하였다. 또한 컴퓨터 시뮬레션을 통하여 AWGN 채널 환경에서 기존의 방식과 제안된 방식의 BER 성능을 분석하였다. 시뮬레이션 결과 동일 에러 확률 성능을 얻기 위한 Eb/No이 3 dB 개선됨을 보였다.

The Effect of Cafe Atmosphere on Purchase Decision: Empirical Evidence from Generation Z in Indonesia

  • BUDIMAN, Santi;DANANJOYO, Radyan
    • The Journal of Asian Finance, Economics and Business
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    • 제8권4호
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    • pp.483-490
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    • 2021
  • In Indonesia, coffee shops, commonly called warung or kedai shops, have begun to appear amid society from remote villages to urban centers. Therefore, the purpose of this study is to examine the effect of cafe atmosphere (i.e., exterior, interior, interior point-of-purchase displays and store layout) on the purchase decision of Generation Z. This study is conducted because of cafe competition is currently overgrowing. This study model consisted of five variables: exterior, interior, interior point-of-purchase displays, store layout, and purchase decision. Sampling in this study used non-probability, with a purposive sampling technique. According to predetermined criteria, the data collection technique employed a questionnaire distributed online to consumers had visited a cafe at least once in the last three months. This study's sample was 137 cafe visitors in Yogyakarta, representing one of the big cities in Indonesia. Therefore, the data was analyzed by using multiple regression. The results of the study indicated that the exterior and interior had a positive and significant effect on purchasing decision. Likewise, interior point-of-purchase displays and store layout positively and significantly affected purchase decision. In addition, this study's findings generally concluded that the cafe atmosphere had a positive and significant effect on purchase decision.

전방향 거리 센서의 균일 원호길이 샘플링을 이용한 무인 이동차량의 실시간 위치 추정 (Real-time Localization of An UGV based on Uniform Arc Length Sampling of A 360 Degree Range Sensor)

  • 박순용;최성인
    • 전자공학회논문지CI
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    • 제48권6호
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    • pp.114-122
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    • 2011
  • 본 논문에서는 무인 지상 차량의 (Unmanned Ground Vehicle, UGV)의 위치 추정을 위한 컴퓨터 비전 기술을 제안한다. 제안하는 방법은 연속적으로 획득되는 360도 거리 정보(range data)와 디지털 수치모델(Digital Surface Model, 이하 DSM)의 3차원 등록(3-D registration) 방법에 기반하고 있다. 많은 수의 3차원 점군(point clouds) 정보를 가지고 있는 거리 정보의 연속적 3차원 등록은 상당한 수행 시간을 필요로 한다. 실시간 위치 추정을 위해 우리는 투영 기반의 등록 방법과 Uniform Arc Length Sampling(이하 UALS) 방법을 제안한다. UALS는 거리영상에서의 GSD(ground sample distance)를 균일하게 유지하면서 동시에 3차원 샘플 포인트의 수를 줄일 수 있는 장점을 가지고 있다. 또한 투영 기반 등록 기술은 3차원 대응점의 탐색 시간을 감소시킨다. 두 개의 실제 항법 경로를 이용한 실험을 통하여 제안하는 방법의 성능을 검증하였다. 3차원 점군의 다양한 샘플링에 대하여 제안하는 기술의 속도 및 정합 성능을 기존 방법과 비교하였다.

과실(果實)의 힘-변형(變形) 특성(特性) (Force-Deformation Characteristics of the Fruit Flesh)

  • 김만수;박종민;최동수
    • Journal of Biosystems Engineering
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    • 제17권2호
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    • pp.156-170
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    • 1992
  • The force-deformation relationship gives the basic physical properties of the fruits such as the bioyield point, the rupture point, and the deformations at the bioyield point and the rupture point. These informations are very important to study the stress-strain relationships of the fruits. This study was conducted to analyze those physical properties according to the sampling position of the fruits, and to determine the bioyield point, the rupture point, and the deformations at the bioyield point and the rupture point of the fruits for two different storage conditions(low temperature and normal temperature) and the storage period, and to investigate the effect of loading rate on those physical properties, the hysteresis on the loading-unloading condition and the degree of elasticity of the fruits. The results of the study were as follows : 1. The physical properties(BS, US, BD, and RD) of the test specimen selected from the different sampling positions were quite different. The values of the physical properties were shown smallest ones at the cheek of the fruits, and the statistical test results of the physical properties between the cheek from the other two positions of the fruits showed that there were significant difference at the 1 % level between them. 2. The effect of loading rate on the physical properties of the fruits was relatively large, all the considered physical propertis of the fruits increased with the loading rate, but the hysteresis loss decreased with it. 3. The physical properties of the fruits according to the storage conditions and period showed different, and the bioyield deformation and the rupture deformation of the fruits increased with the storage period, but the bioyield strength and the ultimate strength of the fruits decreased with it. The effect of the storage conditions on the those physical properties showed that the normal temperature storage condition was a little higher than the low temperature storage condition. 4. As a whole, it was shown that the bioyield strength and the ultimate strength of the pear decreased a little faster than those of the apple, and the bioyield deformation and rupture deformation of the pear increased a little faster than those of apple at the two storage conditions.

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RSM을 이용한 6MW BLDC용 영구자석의 형상 최적화 연구 (I) (A Permanent Magnet Pole Shape Optimization for a 6MW BLDC Motor by using Response Surface Method (I))

  • 우성현;정현구;신판석
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2008년도 춘계학술대회 논문집 전기기기 및 에너지변환시스템부문
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    • pp.65-67
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    • 2008
  • An adaptive response surface method with Latin Hypercube sampling strategy is employed to optimize a magnet pole shape of large scale BLDC motor to minimize the cogging torque. The proposed algorithm consists of the multi-objective Pareto optimization and ($1+{\lambda}$) evolution strategy to find the global optimal points with relatively fewer sampling data. In the adaptive RSM, an adaptive sampling point insertion method is developed utilizing the design sensitivities computed by using finite element method to set a reasonable response surface with a relatively small number of sampling points. The developed algorithm is applied to the shape optimization of PM poles for 6MW BLDC motor.

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