• 제목/요약/키워드: Sampling design

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저수지 최적수질측정망 구축시스템 개발 및 적용 (Construction and Application of Network Design System for Optimal Water Quality Monitoring in Reservoir)

  • 이요상;권세혁;이상욱;반양진
    • 한국수자원학회논문집
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    • 제44권4호
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    • pp.295-304
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    • 2011
  • 효과적인 수질관리를 위해서는 수질정보의 기대수준에 맞는 신뢰성 있는 수질자료가 확보되어야 한다. 이런 점에서 볼 때 수질모니터링은 조사지점, 수질항목, 측정주기 등이 성패의 중요한 요인이 되며, 이중에서 특히 조사지점은 가장 중요한 사항으로 판단된다. 그러나 지금까지 수질조사를 위한 관측지점은 대부분 정성적 판단에 따라 정해지고 있었기 때문에 수질 대표성이 문제가 되기도 하였다. 본 논문에서는 이와같은 수질측정망 구축 시 문제점을 과학적인 통계기법을 적용하여 개선한최적수질측정망구축시스템으로제시하였다. 구축된 최적수질측정망 구축시스템은 SAS 프로그램 버전 9.2를 기반으로 만들었으며, 이용자의사용편의성을 고려하여 간단한 입력으로 측정망을 구축할 수 있는 체계로 구성하였다. 분석 데이 터형식은 자료 입출력 및 관리가 용이한 엑셀데이터를 사용하도록 하였으며, 관측지점별 데이터는 시트로만 구별하게 하였다. 시스템에서는 시계열 분석과 유사성계산을 하여, 각 수질의 변화패턴을 고려할 수 있는 상관계수를 활용한 다차원척도법을 적용하여 그 결과를 덴드로그램으로 제시하며, 그 결과를 활용하여 군집 개수를 결정한다. 이용자가 최종 산점도 출력시스템에 원하는 군집의 개수를 입력하면 수질 특성 파악이 가능한 주성분 산점도가 출력되며, 군집 내 관측지점의 중심점을 대표지점으로 선정하면 된다.

Development of a Sampling Strategy and Sample Size Calculation to Estimate the Distribution of Mammographic Breast Density in Korean Women

  • Jun, Jae Kwan;Kim, Mi Jin;Choi, Kui Son;Suh, Mina;Jung, Kyu-Won
    • Asian Pacific Journal of Cancer Prevention
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    • 제13권9호
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    • pp.4661-4664
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    • 2012
  • Mammographic breast density is a known risk factor for breast cancer. To conduct a survey to estimate the distribution of mammographic breast density in Korean women, appropriate sampling strategies for representative and efficient sampling design were evaluated through simulation. Using the target population from the National Cancer Screening Programme (NCSP) for breast cancer in 2009, we verified the distribution estimate by repeating the simulation 1,000 times using stratified random sampling to investigate the distribution of breast density of 1,340,362 women. According to the simulation results, using a sampling design stratifying the nation into three groups (metropolitan, urban, and rural), with a total sample size of 4,000, we estimated the distribution of breast density in Korean women at a level of 0.01% tolerance. Based on the results of our study, a nationwide survey for estimating the distribution of mammographic breast density among Korean women can be conducted efficiently.

변량표본크기와 변량표본추출구간을 이용한$\bar{X}$관리도의 경제적 설계 (An Economic Design of $\bar{X}$ Control Charts with Variable Sample Size and Sampling Interval)

  • 김계완;윤덕균
    • 품질경영학회지
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    • 제28권3호
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    • pp.18-30
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    • 2000
  • Recent studies have shown that the $\bar{X}$ chart with variable sampling intervals(VSI) and the $\bar{X}$ chart with variable sample size(VSS) are much quicker than Shewhart $\bar{X}$ chart in detecting shiks in the process. Shewhart $\bar{X}$ chart has been beneficial to detect large shifts but it is hard to apply Shewhart $\bar{X}$ chart in detecting moderate shifts in the process mean. In this article the $\bar{X}$ chart using variable sample size(VSS) and variable sampling Intervals(VSI) has been proposed to supplement the weak point mentioned above. So the purpose of this paper is to consider finding the design parameters which minimize expected loss costs for unit process time and measure the performance of VSSI(variable sample size and sampling interval) $\bar{X}$ chart. It is important that assignable causes be detected to maintain the process controlled. This paper has been studied under the assumption that one cycle is from starting of the process to eliminating the assignable causes in the process. The other purpose of this article is to represent the expected loss costs in one cycle with three process parameters(sample size, sampling interval and control limits) function and find the three parameters.

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위상배열 레이다를 위한 3차원 적응 표본화 빈도 추적 알고리듬의 설계 (Design of a 3-D Adaptive Sampling Rate Tracking Algorithm for a Phased Array Radar)

  • 손건;홍순목
    • 전자공학회논문지B
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    • 제30B권5호
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    • pp.62-72
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    • 1993
  • The phased array antenna has the ability to perform adaptive sampling by directing the radar beam without inertia in any direction. The adaptive sampling capability of the phased array antenna allows each sampling time interval to be varied for each target, depending on the acceleration of each target at any time. In this paper we design a three dimensional adaptive target tracking algorithm for the phased array radar system with a given set of measurement parameters. The tracking algorithm avoids taking unnecessarily frequent samples, while keeping the angular prediction error within a fraction of antenna beamwidth so that the probability of detection will not be degraded during a track updata illuminations. In our algorithm, the target model and the sampling rate are selected depending on the target range and the target maneuver status which is determined by a maneuver level detector. A detailed simulation is conducted to test the validity of our tracking algorithm for target trajectories under various conditions of maneuver.

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Sampling Jitter Effect on a Reconfigurable Digital IF Transceiver to WiMAX and HSDPA

  • Yu, Bong-Guk;Lee, Jae-Kwon;Kim, Jin-Up;Lim, Kyu-Tae
    • ETRI Journal
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    • 제33권3호
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    • pp.326-334
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    • 2011
  • This paper outlines the time jitter effect of a sampling clock on a software-defined radio technology-based digital intermediate frequency (IF) transceiver for a mobile communication base station. The implemented digital IF transceiver is reconfigurable to high-speed data packet access (HSDPA) and three bandwidth profiles: 1.75 MHz, 3.5 MHz, and 7 MHz, each incorporating the IEEE 802.16d worldwide interoperability for microwave access (WiMAX) standard. This paper examines the relationship between the signal-to-noise ratio (SNR) characteristics of a digital IF transceiver with an under-sampling scheme and the sampling jitter effect on a multichannel orthogonal frequency-division multiplexing (OFDM) signal. The simulation and experimental results show that the SNR of the OFDM system with narrower band profiles is more susceptible to sampling clock jitter than systems with relatively wider band profiles. Further, for systems with a comparable bandwidth, HSDPA outperforms WiMAX, for example, a 5 dB error vector magnitude improvement at 15 picoseconds time jitter for a bandwidth of WiMAX 3.5 MHz profile.

행성 시료 채취 기술의 연구 동향과 공학적 접근법 (Research Trend and Engineering Approach on Extraterrestrial Soil Sampling Technology)

  • 유병현
    • 한국지반환경공학회 논문집
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    • 제23권7호
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    • pp.11-20
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    • 2022
  • 행성 지표에서 시추와 시료 샘플 채취는 행성의 지반 정보를 밝히는데 매우 중요한 역할을 담당한다. 행성 시추장비는 탐사용 착륙선이나 로버에 탑재되어 사용된다. 우주 탐사에서 광범위한 응용 가능성 때문에 전 세계의 과학자들은 다양한 기능의 시추장비의 설계 및 개발에 관심을 보이고 있다. 그러나 우주라는 극한 상황에서 완전한 기능을 갖춘 시추장비를 제작하는 것은 어려운 일이다. 본 논문에서는 지금까지 우주 행성의 극한환경에서 시추를 포함한 시료 채취에 관한 설계 및 제작, 샘플링 방법, 지상검증 등 포괄적인 지반조사 기술 개발 과정과 고려사항에 대해 소개하고자 한다.

상태 공간 확장에 의한 멀티레이트 LQG 제어 (Multirate LQG Control Based on the State Expansion)

  • 이진우;오준호
    • 제어로봇시스템학회논문지
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    • 제5권2호
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    • pp.131-138
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    • 1999
  • In discrete-time controlled system, sampling time is one of the critical parameters for control performance. It is useful to employ different sampling rates into the system considering the feasibility of measuring system or actuating system. The systems with the different sampling rates in their input and output channels are named multirate system. Even though the original continuous-time system is time-invariant, it is realized as time-varying state equation depending on multirate sampling mechanism. By means of the augmentation of the inputs and the outputs over one Period, the time-varying system equation can be constructed into the time-invariant equation. In this paper, an alternative time-invariant model is proposed, the design method and the stability of the LQG (Linear Quadratic Gaussian) control scheme for the realization are presented. The realization is flexible to construct to the sampling rate variations, the closed-loop system is shown to be asymptotically stable even in the inter-sampling intervals and it has smaller computation in on-line control loop than the previous time-invariant realizations.

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The Selection of Strategies for Variance Estimation under πPS Sampling Schemes

  • Kim Sun-Woong
    • Communications for Statistical Applications and Methods
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    • 제13권1호
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    • pp.61-72
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    • 2006
  • When using the well-known variance estimator of Sen (1953) and Yates and Grundy (1953) in inclusion probability proportional to size sampling, we often encounter the problems due to the calculation of the joint probabilities. Sarndal (1996) and Knottnerus (2003) proposed alternative strategies for variance estimation to avoid those problems in the traditional method. We discuss some of practical issues that arise when they are used. Also, we describe the traditional strategy using a sampling procedure available in a statistical software. It would be one of the attractive choices for design-based variance estimation.

VSI EWIMA 관리도의 경제적 설계 (An Economic Design of the EWMA Control Charts with Variable Sampling Interval)

  • 송서일;정혜진
    • 품질경영학회지
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    • 제30권4호
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    • pp.1-14
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    • 2002
  • Traditional SPC techniques are looking out variation of process by fixed sampling interval and fixed sample size about every hour, the process of in-control or out-of-control couldn't be detected actually when the sample points are plotted near control limits, and it takes no notice of expense concerned with such sample points. In this paper, to overcome that, consider VSI(variable sampling interval) EWMA control charts which VSI method is applied. The VSI control charts use a short sampling internal if previous sample points are plotted near control limits, then the process has high probability of out-of-control. But it uses a long sampling interval if they are plotted near centerline of the control chart, since process has high possibility of in-control. And then a comparison and analysis between FSI(fixed sampling interval) and VSI EWMA in the statistical aspect and economic aspect is studied. Finally, we show that VSI EWMA control chart is more efficient than FSI EWMA control chart in the both aspects.

Optimal equivalent-time sampling for periodic complex signals with digital down-conversion

  • Kyung-Won Kim;Heon-Kook Kwon;Myung-Don Kim
    • ETRI Journal
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    • 제46권2호
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    • pp.238-249
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    • 2024
  • Equivalent-time sampling can improve measurement or sensing systems because it enables a broader frequency band and higher delay resolution for periodic signals with lower sampling rates than a Nyquist receiver. Meanwhile, a digital down-conversion (DDC) technique can be implemented using a straightforward radio frequency (RF) circuit. It avoids timing skew and in-phase/quadrature gain imbalance instead of requiring a high-speed analog-to-digital converter to sample an intermediate frequency (IF) signal. Therefore, when equivalent-time sampling and DDC techniques are combined, a significant synergy can be achieved. This study provides a parameter design methodology for optimal equivalent-time sampling using DDC.