• 제목/요약/키워드: 오차 임계값

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Query Processing of Uncertainty Position using Road Networks (도로 네트워크를 이용한 불확실 위치데이터의 질의 처리)

  • 배태욱;안경환;홍봉희
    • Proceedings of the Korean Information Science Society Conference
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    • 2004.10b
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    • pp.88-90
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    • 2004
  • 대표적인 현재 및 미래 위치 색인인 TPR-Tree는 이동 객체의 위치 좌표와 속도 벡터 정보를 이용하여 시간에 대해 선형적으로 이동 객체의 현재 및 미래 위치를 예측한다. 그러나 이동 객체의 이동 방향 및 속도가 특정한 임계값을 벗어날 경우에는 서버로 새로운 위치 보고를 수행하기 때문에, 차량과 같이 이동 방향과 속도가 빈번하게 변하는 환경에 적용할 경우 서버로 잦은 보고를 필요로 하게 되어 통신비용을 크게 증가시키는 문제가 있다. 통신비용을 일정하게 유지하기 위한 방법으로 이동 객체의 보고를 일정한 시간 간격으로 수행하게 하는 방법이 있다. 그러나 일정한 시간 간격으로 이동 객체의 위치 보고가 수행되는 환경에서는 보고간격 사이에 속도와 방향이 변하게 되면 시간에 대해 선형적인 위치 예측 시에 오차가 발생할 수 있다. 본 논문에서는 일정한 시간 간격으로 이동 객체의 위치 보고가 수행되는 환경에서 보고 간격 사이에 이동객체의 이동 속도와 방향의 변화에 대한 불확실성을 반영하기 위하여 도로 네트워크를 이용한 이동 객체의 불확실 위치데이터의 질의 처리 기법을 제시한다.

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Moving Object Extraction and Distance Measurement in Stereo Vision System (스테레오 비젼 시스템에서의 이동객체 추출 및 거리 측정)

  • 김수인;남궁재찬
    • Journal of Korea Multimedia Society
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    • v.5 no.3
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    • pp.272-280
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    • 2002
  • In this paper, we present a method to extract a moving object and to measure the distance to it by using the stereo vision system. The moving factor is to be extracted through a match of a pixel unit for the moving object where the adaptive threshold is effectively dealt with to remove changes in the brightness of the image. The distance to moving object is measured by using a stereo vision system which employs a parallel camera. The experimental results show that the proposed algorithm could be effectively applied to distance measurement to moving object because it has an average error of one percent.

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Performance Analysis of Noncoherent OOK UWB Transceiver with PEWB for LR WPAN (PEWB를 이용한 저속 무선 개인영역 네트워크용 비동기 OOK 방식 UWB 송수신기 성능 분석)

  • Ki, Myoung-O;Choi, Sung-Soo;Oh, Hui-Myoung;Kim, Kwan-Ho
    • Proceedings of the KIEE Conference
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    • 2005.07d
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    • pp.2992-2994
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    • 2005
  • 수십 센티미터 이내의 오차를 만족시키는 거리/위치판별 기능 및 저속 데이터 송수신 기능 구현을 주목적으로 발족된 저속 무선 개인영역 네트워크(LR-WPAN: Low Rate Wireless Personal Area Network)의 표준인 IEEE802.15.4a는 간단하고 경제적이며 전력 소모가 적은 송수신기 구조를 요구한다. 이에 본 논문에서는 PEWB(Parallel Energy Window Banks)를 이용한 독창적인 비동기(noncoherent) OOK(On-Off Keying) UWB(Ultra-Wide Band) 송수신기 구조를 제안한다. 또한 무선 다중경로 채널상황을 다소 극복할 수 있는 펄스와 비트 반복 기법을 사용한다. 제안된 송수신기의 잡음 특성 분석을 위해 chi-square 분포가 사용되며, 반복적 계산을 통해 얻어진 임계값을 적용하여 BER(Bit Error Rate) 성능을 분석한다.

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Algorithms for Rain-Attenuation Compensation in Satellite Communication System (위성통신 시스템에서 강우 감쇠 보상을 위한 알고리즘)

  • 임광재;권태곤;유문희
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.25 no.11A
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    • pp.1642-1651
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    • 2000
  • 위성통신시스템에서의 10GHz이상의 Ku 또는 Ka 대역은 수십 dB의 크기를 갖는 강우에 의한 감쇠 현상이 심각하여 이러한 감쇠는 위성 링크의 심각한 성능 정하를 가져온다. 본 논문은 위성통신 링크 상에서의 강우 감쇠 보상을 위한 알고리즘을 제시하고, Ku 대역의 강우 감쇠 데이터를 사용한 시뮬레이션을 통하여 그 성능을 비교 분석하였다. 예측 기법 측면에서, 적응형 알고리즘을 적용한 기법과 신호 레벨 변화량에 근거한 예측 기법은 거의 동일한 예측 오차를 보였고, 따라서, 급속한 신호레벨 변화에 적응성을 요하지 않은 강우 감쇠 예측의 경우, 알고리즘 측면에서 비교적 간단한 예측 기법으로도 충분한 성능을 얻을 수 있음을 확인하였다. 또한, 제시된 전송 방식 결정 알고리즘은 기존의 임계값 기반 알고리즘에 비해 품질 저하율이 0.6%에서 0.01% 이하로 감소하였고, 거의 동일한 전송 효율을 가지면서 약 5배의 적은 전송 방식 전환을 요구한다.

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Elliptical Arc Segmentation Using Area (면적을 이용한 타원 호의 분리)

  • Lyu, Sung-Pil
    • The Journal of Korean Association of Computer Education
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    • v.10 no.6
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    • pp.91-105
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    • 2007
  • The Hough transform is a popular method for ellipse detection from image. But the method wastes time and memory space severely. And the existing methods for elliptical arc segmentation are very sensitive to noise or detect improper breakpoints. In this paper a fast method is proposed for the segmentation and detection of elliptical arcs from digital curve using its area. Experimental results show that the proposed method segments and detects elliptical arcs from noisy curves and the average of the distance errors between the fitted arc and given curve is within a threshold.

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A Novel Voltage Control MPPT Algorithm using Variable Step Size based on P&O Method Considering the Sudden Change of Solar Radiation (일사량 급변에 대응한 P&O 기반 가변스텝 전압제어 MPPT 알고리즘)

  • Kim, Ji Chan;Cha, Hanju
    • Proceedings of the KIPE Conference
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    • 2019.07a
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    • pp.455-456
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    • 2019
  • 본 논문은 태양광 발전시스템에서 일사량이 급변했을 때 최대 전력점(MPP: Maximum Power Point)을 빠르게 추종할 수 있는 P&O(Perturb and Observe)기반 가변 스텝 알고리즘을 제안하였다. 제안한 기법은 일사량 또는 온도에 의해 환경 변화 시 최대 전력점에서의 전압 변화 특성을 이용하며, 가변 스텝 방식이 적용된 전압제어를 통해 MPP를 추종한다. 임계값 설정으로 일사량 급변을 판단하며, MPP를 빠르게 추종하기 위한 고속 모드로 동작한다. MPP에 도달하면 가변 모드로 전환하여 정상상태 오차를 최소화 한다. PV 시뮬레이터와 태양광 전력변환시스템을 통해 제안한 MPPT 알고리즘의 성능을 검증하였다.

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Prediction of Wind Damage Risk based on Estimation of Probability Distribution of Daily Maximum Wind Speed (일 최대풍속의 추정확률분포에 의한 농작물 강풍 피해 위험도 판정 방법)

  • Kim, Soo-ock
    • Korean Journal of Agricultural and Forest Meteorology
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    • v.19 no.3
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    • pp.130-139
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    • 2017
  • The crop damage caused by strong wind was predicted using the wind speed data available from Korean Meteorological Administration (KMA). Wind speed data measured at 19 automatic weather stations in 2012 were compared with wind data available from the KMA's digital forecast. Linear regression equations were derived using the maximum value of wind speed measurements for the three-hour period prior to a given hour and the digital forecasts at the three-hour interval. Estimates of daily maximum wind speed were obtained from the regression equation finding the greatest value among the maximum wind speed at the three-hour interval. The estimation error for the daily maximum wind speed was expressed using normal distribution and Weibull distribution probability density function. The daily maximum wind speed was compared with the critical wind speed that could cause crop damage to determine the level of stages for wind damage, e.g., "watch" or "warning." Spatial interpolation of the regression coefficient for the maximum wind speed, the standard deviation of the estimation error at the automated weather stations, the parameters of Weibull distribution was performed. These interpolated values at the four synoptic weather stations including Suncheon, Namwon, Imsil, and Jangsu were used to estimate the daily maximum wind speed in 2012. The wind damage risk was determined using the critical wind speed of 10m/s under the assumption that the fruit of a pear variety Mansamgil would begin to drop at 10 m/s. The results indicated that the Weibull distribution was more effective than the normal distribution for the estimation error probability distribution for assessing wind damage risk.

Prediction of Microstructure and Hardness of the Ductile Cast Iron Heat-treated at the Intercritical Temperatures (임계간 온도에서 열처리한 구상흑연주철의 미세조직 및 경도 예측)

  • Nam-Hyuk Seo;Jun-Hyub Jeon;Soo-Yeong Song;Jong-Soo Kim;Min-Su Kim
    • Journal of Korea Foundry Society
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    • v.43 no.6
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    • pp.279-285
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    • 2023
  • In order to predict the mechanical properties of ductile cast iron heat treated in an intercritical temperature range, samples machined from cast iron with a tensile strength of 450 MPa were heat-treated at various intercritical temperatures and air-cooled, after which a microstructural analysis and Brinell hardness test were conducted. As the heat treatment temperature was increased in the intercritical temperature range, the ferrite fraction in the ductile cast iron decreased and the pearlite fraction increased, whereas the nodularity and nodule count did not change considerably from the corresponding values in the as-cast condition. The Brinell hardness values of the heat-treated ductile cast iron increased gradually as the heat treatment temperature was increased. Based on the measured alloy composition, the fraction of each stable phase and the hardness model from the literature, the hardness of the ductile cast iron heat treated in the intercritical temperature range was calculated, showing values very similar to the measured hardness data. In order to check whether it is possible to predict the hardness of heat-treated ductile cast iron by using the phase fraction obtained from thermodynamic calculations, the volumes of graphite, ferrite, and austenite in the alloy were calculated for each temperature condition. Those volume fractions were then converted into areas of each phase for hardness prediction of the heat-treated ductile cast iron. The hardness values of the cast iron samples based on thermodynamic calculations and on the hardness prediction model were similar within an error range up to 27 compared to the measured hardness data.

Distance measurement algorithm using the acceleration sensor (가속도 센서를 이용한 이동거리 측정 알고리즘)

  • Lee, Jung-Hoon;Park, Seung-Hun;Choi, Seong-Kyu;Ryu, Jee-Youl
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2012.05a
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    • pp.289-290
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    • 2012
  • This paper propose the distance measurement algorithms using the 3-axis accelermeter sensor. This algorithms is based on the human gait charateristic. The proposed algorithms used the sampling data from the 3-axis accelermeter sensor. We improved the error rate as less than eight-percent compare the real movement distance with measured distance to apply the threshold value and the additional value according to the change of the acceleration value.

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Self-Adaptive Performance Improvement of Novel SDD Equalization Using Sigmoid Estimate and Threshold Decision-Weighted Error (시그모이드 추정과 임계 판정 가중 오차를 사용한 새로운 SDD 등화의 자기적응 성능 개선)

  • Oh, Kil Nam
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.17 no.8
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    • pp.17-22
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    • 2016
  • For the self-adaptive equalization of higher-order QAM systems, this paper proposes a new soft decision-directed (SDD) algorithm that opens the eye patterns quickly as well as significantly reducing the error level in the steady-state when it is applied to the initial equalization stage with completely closed eye patterns. The proposed method for M-QAM application minimized the computational complexity of the existing SDD by the symbol estimated based on the two symbols closest to the observation, and greatly simplified the soft decision independently of the QAM order. Furthermore, in the symbol estimating it increased the reliability of the estimates by applying the superior properties of the sigmoid function and avoiding the erroneous estimation of the threshold function. In addition, the initialization performance was improved when an error is generated to update the equalizer, weighting the symbol decision by the threshold function to the error, resulting in an extension of the range of error fluctuations. As a result, the proposed method improves remarkably the computational complexity and the properties of initialization and convergence of the traditional SDD. Through simulations for 64-QAM and 256-QAM under multipath channel conditions with additive noise, the usefulness of the proposed methods was confirmed by comparing the performance of the proposed 2-SDD and two forms of weighted 2-SDD with CMA.