• 제목/요약/키워드: Maximum distance

검색결과 1,923건 처리시간 0.029초

Automatic Categorization of Clusters in Unsupervised Classificatin

  • Jeon, Dong-Keun
    • The Journal of the Acoustical Society of Korea
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    • 제15권1E호
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    • pp.29-33
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    • 1996
  • A categorization for cluster is necessary when an unsupervised classfication is used for remote sensing image classification. It is desirable that this method is performed automatically, because manual categorization is a highly time consuming process. In this paper, several automatic determination methods were proposed and evaluated. They are four methods. a) maximum number method : which assigns the tharget cluster to the category which occupies the largest area of that cluster b) maximum percentage method : which assigns the target cluster to the category which shows the maximum percentage within the category in that cluster. c) minmun distance method : which assigns the target cluster to the category having minmum distance with that cluster d) element ratio matching method : which assigns local regions to the category having the most similar element ratio of that region From the results of the experiments, it was certified that the result of minimum distance method was almost the same as the result made by a human operator.

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Novel estimation based on a minimum distance under the progressive Type-II censoring scheme

  • Young Eun Jeon;Suk-Bok Kang;Jung-In Seo
    • Communications for Statistical Applications and Methods
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    • 제30권4호
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    • pp.411-421
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    • 2023
  • This paper provides a new estimation equation based on the concept of a minimum distance between the empirical and theoretical distribution functions under the most widely used progressive Type-II censoring scheme. For illustrative purposes, simulated and real datasets from a three-parameter Weibull distribution are analyzed. For comparison, the most popular estimation methods, the maximum likelihood and maximum product of spacings estimation methods, are developed together. In the analysis of simulated datasets, the excellence of the provided estimation method is demonstrated through the degree of the estimation failure of the likelihood-based method, and its validity is demonstrated through the mean squared errors and biases of the estimators obtained from the provided estimation equation. In the analysis of the real dataset, two types of goodness-of-fit tests are performed on whether the observed dataset has the three-parameter Weibull distribution under the progressive Type-II censoring scheme, through which the performance of the new estimation equation provided is examined.

초음파 이용 거리측정을 위한 센서 개발에 관한 연구 (Study on the Development of Sensors for Distance Measure Using Ultrasonic)

  • 박근철;이승희;박창수;김동원;김원택;전계록
    • 센서학회지
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    • 제23권1호
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    • pp.46-50
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    • 2014
  • In this paper, we report a novel algorithm based on phase displacement, which supplements conventional TOF methods for distance measurement using an ultrasonic wave. The proposed algorithm roughly measures the distance between the transmission part and the receiving part by using the initial TOF. Thereafter, the precise distance is determined by measuring the phase displacement value between the synchronizing transmission signal and the signal obtained at the receiving end. A distance measurement experiment using a micrometer was performed to verify the accuracy of the ultrasonic wave sensor system. We found that the mean errors from the one adopting the distance measurement algorithm based on phase displacement varied from a minimum of 0.03 mm to a maximum of 0.09 mm. In addition, the standard deviation varied from a minimum of 0.04 mm to a maximum of 0.07 mm, thus giving a precision of ${\pm}0.1$ mm.

3차원 자동체형계측기 정밀도 검사 (An Accuracy Analysis of the 3D Automatic Body Measuring Machine)

  • 전수형;권석동;박세정;김정양;송정훈;김현진;김종원
    • 사상체질의학회지
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    • 제20권1호
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    • pp.42-47
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    • 2008
  • 1. Objectives The Body Shape and Feature is one of the important standard for classification of Sasang Constitutions. In order to evaluate one's Body Shape and Feature objectively we have been developing the Body Measuring Machine. Now we develop the 3D Automatic Body Measuring Machine(3D-ABMM). So we make an analysis of the 3D-ABMM's Accuracy. 2. Methods By using the 3D-ABMM and Vivid 9i(3D laser scanner, Konica Minolta) we have a surface scan of the three objects which are the upper body of the female and male Manikin and a male model. We overlap each scan data using the RapidForm2006 (3D scan data solution, INUS Technology) and calculate the average distance and standard deviation between the same point of each scan data. 3. Results and Conclusions In the female Manikin, the average distance is 0.84mm and the standard deviation is 1.16mm and the maximum distance is 10.68mm. In the male Manikin, the average distance is 1.12mm and the standard deviation is 1.19mm and the maximum distance is 12.00mm. In the male model, the average distance is 3.26mm and the standard deviation is 2.59mm and the maximum distance is 12.75mm. From the results, 3D-ABMM has good accuracy for scanning body and will be a usable hardware of the 3D Automatic Body Analysis Machine.

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볼록한 표면위에 분사되는 원형경사충돌제트의 국소열전달계수 측정에 관한 연구 (Measurement of the local heat transfer coefficient on a convex hemispherical surface with round oblique impinging jet)

  • 최형철;이세균;이상훈;임경빈
    • 설비공학논문집
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    • 제11권6호
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    • pp.846-854
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    • 1999
  • Measurements of the local heat transfer coefficients were made on a hemispherically convex surface with a round oblique impinging jet. The liquid crystal transient method was used for these measurements. This method, which is a variation on the transient method, suddenly exposes a preheated wall to an impinging jet while video recording the response of liquid crystal for the surface temperature measurements. The Reynolds number used was 23000 and the nozzle-to-surface distance was L/d=2, 4, 6, 8, and 10 and the jet angle was $\alpha$=$0^{\circ}\; 15^{\circ}\;30^{\circ}C\; and \;40^{\circ}C$. In the experiment, the Nusselt number at the stagnation point decreases as the jet angle increases and has the maximum value for L/d=6. The X-axis Nusselt number distributions exhibit Secondary maxima at $0^{\circ}C\re $\alpha$\re 15^{\circ}C, L/d\le6$ for X/d<0(upstream) and at $0^{\circ}C\re $\alpha$40^{\circ}C,\;L/d\le4\;and\; at\; 30^{\circ}C\re $\alpha$$\leq$40^{\circ}C,\;L/d\le 6 $for X/d>0(downstream). The secondary maxima occurs at long distance from the stagnation point as the jet angle increases or the nozzle-to-surface distance decreases. The Y-axis Nusselt number distributions exhibit secondary maxima at Y/d=$\pm$2 for $0^{\circ}C\le a\le30^{\circ}C\; and\; L/d\le4, and \;for\;$\alpha$=40^{\circ}C$and L/d=2. The displacement of the maximum Nusselt number from the stagnation point increases as the jet angle increases or the nozzle-to-surface distance decreases and the maximum distance is about 0.67 times of the nozzle diameter. The ratio of the maximum Nusselt number to the stagnation Nusselt number increases as the jet angle increases.

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분무기용(噴霧機用) Nozzle의 구조(構造)에 관한 연구(硏究) (Study on the Structures of the Nozzle for the Spray)

  • 이상우
    • Journal of Biosystems Engineering
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    • 제18권2호
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    • pp.100-109
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    • 1993
  • The aim of this study was to provide the reasonable data for design of the nozzle which produces finer droplets on the same level of the effective travel distance or which transports droplets to the farther target on the reasonable atomization in comparison with the commercial nozzles being used much in Korean rural areas. Newly designed twin-fluid atomizers with some commercial nozzles were tested in this study, and their results were as follows : 1. The characteristics of the spray deposit distribution of No.1 nozzles for farther target were nearly same in the near or nearer travel distance less than 8m. Therefore it was reasonable to combine the characteristics of the spray deposit distributions of No.2 and No.3 nozzles to those of No.1 nozzle. 2. The effective travel distance was increased with increase of the sectional area of the jet ligament, and the maximum effective travel distance was reached to about 17m. 3. The droplet size was increased with increase of the sectional area of the jet ligament, and the maximum droplet size was produced in the front of the point of the maximum spray deposit distribution. 4. The atomization was excellent in the twin-fluid atomizer in comparison with the hydraulic atomizer and also the effective travel distances were nearly same level in both atomizers.

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활공형 탄약의 비행모사 시뮬레이터를 활용한 조건별 최대사거리 연구 (A Study on the Maximum Target Distance Using a Flight Simulator of Glide-Type Ammunition)

  • 신승제;김환우
    • 한국멀티미디어학회논문지
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    • 제21권6호
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    • pp.698-704
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    • 2018
  • When the new ammunition is designed, it is necessary to confirm in advance how long the target distance is depends on the shape and weight of the designed ammunition. Therefore we can use commercial software such as PRODAS to predict the target distance in the design stage. This commercial software has aerodynamic data for various ammunition shape and calculates the target range by calculating the kinetic equations of the ammunition using the aerodynamic data most similar to the designed ammunition. The ammunition for predicting the target distance through software such as PRODAS is a non-guided ammunition that has no control after launch but the glide type ammunition is guided and control ammunition. So it is predicts the state of ammunition after the launch. A new type of simulator is needed to analyze the maximum range and to verify the onboard guided and control algorithm. The simulator constructed in this paper is an optimized simulator for glide type ammunition. Unlike unmanned aircraft and guided missiles. The rotation characteristics of the ammunition are considered and the navigation initialization algorithm is applied. The constructed simulator confirmed the performance by performing maximum range analysis of glide type ammunition.

Performance Evaluation of Location Estimation System Using a Non Fixed Single Receiver

  • Myagmar, Enkhzaya;Kwon, Soon-Ryang
    • International Journal of Contents
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    • 제10권4호
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    • pp.69-74
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    • 2014
  • General location aware systems are only applied to indoor and outdoor environments using more than three transmitters to estimate a fixed object location. Those kinds of systems have environmental restrictions that require an already established infrastructure. To solve this problem, an Object Location Estimation (OLE) algorithm based on PTP (Point To Point) communication has been proposed. However, the problem with this method is that deduction of performance parameters is not enough and location estimation is very difficult because of unknown restriction conditions. From experimental tests in this research, we determined that the performance parameters for restriction conditions are a maximum transmission distance of CSS communication and an optimum moving distance interval between personal locations. In this paper, a system applied OLE algorithm based on PTP communication is implemented using a CSS (Chirp Spread Spectrum) communication module. A maximum transmission distance for CSS communication and an optimum moving distance interval between personal locations are then deducted and studied to estimate a fixed object location for generalization.

레이저스캔 센서를 이용한 유두위치인식에 관한 기초연구 (The Basic Study of Position Recognition Cow-teats Used Scanning Range Finder)

  • 김웅
    • 한국축산시설환경학회지
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    • 제17권2호
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    • pp.93-100
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    • 2011
  • 본 연구는 로봇 착유시스템의 유두인식을 위한 기초연구로 레이저 스캔 센서를 이용하여 모형유두의 위치정보를 획득 및 분석하고 이를 통하여 로봇 착유시스템에 적용가능성을 알아보고자 하였다. 이를 위하여 실제유두와 같은 모양과 크기의 모형유두를 제작하였으며, 각 모형의 재질에 따른 특성을 파악하고 센서의 거리에 따른 오차, 각도에 따른 오차를 분석하였다. 또한 4개 유두모형을 이용하여 각 유두의 2차원 거리정보를 동시에 획득하였으며 결과는 다음과 같다. 1. 모형유두의 재질선택을 위한 실험에서 손가락의 경우 거리오차가 최대 4.3 mm, 최소 1.3 mm, 평균 2.8 mm로 가장 작게 나타났으며, 고무재질의 모형유두가 평균 4.3 mm로 나타나 모형유두로 가장 적합한 것으로 판단되었다. 2. 거리에 따른 오차는 기준거리 100 mm에서 가장 크게 나타났으며, 거리가 증가할수록 감소하다 300 mm를 지나 다시 증가한 후 다시 감소하는 경향을 나타내었다. 3. 각도별 오차는 $170^{\circ}$에서 10.1 mm로 최대오차가 발생하였으며, $70^{\circ}$일 때 0.2 mm로 최소 오차를 나타내었다. 각도에 따른 오차는 특별한 경향을 나타내지 않는 것으로 판단되었다. 4. 4개 모형유두에 대한 2차원 위치오차를 측정한 결과 거리오차의 경우 최소 3.8 mm, 최대 7.2 mm로 나타났으며, 각도 오차는 최대 $1.2^{\circ}$로 오차가 발생한 것으로 나타났다. 모든 오차가 센서 정밀도 내에 포함되며, 센서의 측정 속도와 착유컵의 구멍크기 등을 고려해 볼 때 로봇 착유시스템을 위한 유두의 거리측정에 적용이 가능할 것으로 판단되었다.

Local Influence on Misclassification Probability

  • Kim, Myung-Geun
    • Journal of the Korean Statistical Society
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    • 제25권1호
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    • pp.145-151
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    • 1996
  • The local behaviour of the surface formed by the perturbed maximum likelihood estimator of the squared Mahalanobis distance is investigated. The study of the local behaviour allows a simultaneous perturbation on the samples of interest and it is effective in identifying influential observations.

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