• 제목/요약/키워드: Association probability

검색결과 1,279건 처리시간 0.029초

클러터가 존재하는 환경에서의 HPDA를 이용한 다중 표적 자동 탐지 및 추적 알고리듬 연구 (A Study of Automatic Multi-Target Detection and Tracking Algorithm using Highest Probability Data Association in a Cluttered Environment)

  • 김다솔;송택렬
    • 전기학회논문지
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    • 제56권10호
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    • pp.1826-1835
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    • 2007
  • In this paper, we present a new approach for automatic detection and tracking for multiple targets. We combine a highest probability data association(HPDA) algorithm for target detection with a particle filter for multiple target tracking. The proposed approach evaluates the probabilities of one-to-one assignments of measurement-to-track and the measurement with the highest probability is selected to be target- originated, and the measurement is used for probabilistic weight update of particle filtering. The performance of the proposed algorithm for target tracking in clutter is compared with the existing clustering algorithm and the sequential monte carlo method for probability hypothesis density(SMC PHD) algorithm for multi-target detection and tracking. Computer simulation studies demonstrate that the HPDA algorithm is robust in performing automatic detection and tracking for multiple targets even though the environment is hostile in terms of high clutter density and low target detection probability.

Estimation Using Response Probability Under Callbacks

  • Park, Hyeon-Ah
    • 한국조사연구학회:학술대회논문집
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    • 한국조사연구학회 2007년도 추계학술대회 발표논문집
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    • pp.213-230
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    • 2007
  • Although the response model has been frequently applied to nonresponse weighting adjustment or imputation, the estimation under callbacks has been relatively underdeveloped in the response model. The estimation method using the response probability is developed under callbacks. A replication method for the estimation of the variance of the proposed estimation is also developed. Since the true response probability is usually unknown, we study the estimation of the response probability. Finally, we propose an estimator under callbacks using the ratio imputation as well as the response probability. The simulation study illustrates our techniques.

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면적감소계수에 따른 첨두유량의 비교연구 (Comparison and analysis of peak flow by Areal Reduction Factor)

  • 백효선;이대영;강영복;최한규
    • 한국수자원학회:학술대회논문집
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    • 한국수자원학회 2007년도 학술발표회 논문집
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    • pp.1798-1802
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    • 2007
  • The practice of business estimate flood discharge by rainfall-flow relation that is easy collection of observation data. The important factor is rainfall, coefficient of runoff, and drainage area for analysis of runoff-flow relation.The practice of business usually use probability rainfall that use a weighted average value after each observation post estimate probability of non-same time. It has more error than same time probability rainfall, and it can excess of estimation because it can't consider space distribution of rainfall.The study of result showed similar aspect with existing ARF but width of coefficient become smaller. And the comparison of peak flow did not different what used by ARF and same time probability rainfall(A group). But non-same time probability rainfall is bigger 25% more than another(B group). Between A group and B group of the difference increased with the lapse of time.

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Space Analysis of a Traditional Town for Designing Evacuation Routes considering Probability of Building Collapse

  • Hidaka, Yutaro;Mishima, Nobuo;Wakuya, Hiroshi;Hayashida, Yukuo;Okazaki, Yasuhisa;Kitagawa, Keiko;Park, Sun-gyu;Oh, Yong-sun
    • 한국콘텐츠학회:학술대회논문집
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    • 한국콘텐츠학회 2015년도 춘계 종합학술대회 논문집
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    • pp.7-8
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    • 2015
  • Analysis of evacuation routes for traditional buildings is important. In this study, we considered the evacuation routes using the probability of building collapse and analyzed the open space of traditional town. We considered evacuation routes from traditional houses to designated refuge places, and analysis the relationship of open space and evacuation routes.

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년유출량의 적정확률 분포형에 관한 연구 -낙동강 유역을 중심으로- (A Study of Probability Functions of Best Fit to Distribution of Annual Runoff -on the Nakdong River Basin-)

  • 조규상;이순탁
    • 물과 미래
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    • 제7권2호
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    • pp.107-111
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    • 1974
  • Annual runoff in the Nakdong river basin has been analyzed to find the probability functions of best fit to distribution of historical annual runoff. The results obtained are as follows; (1) Log-normal 3-parameter disrtibution is believed as the probability function of best fit to historical distribution (2) Log-normal 3-parameter disrtibution is believed as the best fit probability function among Log-normal dist-ributions. (3) In the test of goodness of fit, $x^2-test$ shows that probability of $x^2-valus$ in Log-normal 3-parameter distribution is nearly more than 90%. But in the Simirnov-Kolmogorov test, hypotheses for the probability distributions cannot be rejected at significance level 5% & 1%. (4) Among 7 gauging stations, Dongchon & Koryung-Bridge's records show lower fitness to the theoretical probability functions than other 5 gauging station's

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퍼지확률이론과 손상지수를 이용한 지하암반공동에서의 스폴링 발생 평가 (Assessment of spalling occurrence using fuzzy probability theory and damage index in underground openings)

  • 방준호;이강현;이인모
    • 한국터널지하공간학회 논문집
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    • 제12권1호
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    • pp.15-29
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    • 2010
  • 스폴링 현상은 높은 현지응력하에서 확장균열의 발달로 암반공동 주변에서 발생하는 파괴형태이다. 기존 연구에 의하면 3가지 스폴링 기준은 범위로 제시되어 있어 기준자체의 애매모호함이 상존하고 있다. 본 연구에서는 퍼지확률이론을 적용한 새로운 스폴링 발생 종합 평가모델을 제안하였고 스폴링 발생현장에 평가모델을 적용한 결과 현장관측결과와 일치하는 결과를 보였으며, 정량적으로 스폴링 발생확률을 산정할 수 있었다. 특히, 3가지 스폴링 평가인자별 상대중요도를 고려한 가중치를 적용함으로써 실제 스폴링이 관측된 현장이 스폴링이 발생하지 않는 것으로 평가되는 오류를 해결하였다. 또한, Martin 등(1999)의 손상지수에 형상계수를 도입한 수정손상지수가 포함된 스폴링 평가인자를 스폴링 발생 종합 평가모델에 적용한 결과 합리적인 스폴링 발생확률을 산정할 수 있었다.

이기종 셀룰러 네트워크에서의 상향 링크 셀 접속 기법 (Cell Association Scheme for Uplink Heterogeneous Cellular Networks)

  • 이형열;상영진;박진배;김광순
    • 한국통신학회논문지
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    • 제38A권5호
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    • pp.393-400
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    • 2013
  • 단일 셀룰러 네트워크에는 같은 종류의 기지국만 존재하기 때문에 가장 가까운 기지국에 접속하는 하향 링크 수신 신호 기준 셀 접속이 상향 링크의 경우에도 최적의 셀 접속 방식이었다. 그러나 이기종 셀룰러 네트워크에서는 서로 다른 계층의 기지국의 하향 링크 수신 신호 차이와 상향 링크 수신 신호 차이가 다르기 때문에, 상향 링크 수신 신호의 경우 하향 링크 기반 셀 접속은 더 이상 최적의 셀 접속이 될 수 없다. 이에 본 논문에서는 이기종 셀룰러 네트워크에서 상향 링크 기준 셀 접속 기법에 대해 제안하고 상향 링크 성능을 효과적으로 볼 수 있는 성능 메트릭 (performance metric)을 제안한다. 이 성능 메트릭을 통하여 상향 링크 기준 셀 접속을 통해 아웃티지확률 (outage probability), 지연 제한 아웃티지 확률 (delay constraint outage probability), 지연 제한 아웃티지 용량 (delay constraint outage capacity) 측면에서 성능 향상을 보이고 상향 링크 기준 셀 접속의 필요성을 논의한다.

A COMPARATIVE EVALUATION OF THE ESTIMATORS OF THE 2-PARAMETER GENERALIZED PARETO DISTRIBUTION

  • Singh, V.P.;Ahmad, M.;Sherif, M.M.
    • Water Engineering Research
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    • 제4권3호
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    • pp.155-173
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    • 2003
  • Parameters and quantiles of the 2-parameter generalized Pareto distribution were estimated using the methods of regular moments, modified moments, probability weighted moments, linear moments, maximum likelihood, and entropy for Monte Carlo-generated samples. The performance of these seven estimators was statistically compared, with the objective of identifying the most robust estimator. It was found that in general the methods of probability-weighted moments and L-moments performed better than the methods of maximum likelihood estimation, moments and entropy, especially for smaller values of the coefficient of variation and probability of exceedance.

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'확률과 통계'교육을 위한 전자교재 개발에 관한 연구 (A Study on Electronic Text Development for Probability and Statistical Education)

  • 최숙희
    • 컴퓨터교육학회논문지
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    • 제5권4호
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    • pp.111-121
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    • 2002
  • 컴퓨터와 네트워크의 급속한 발달로 인터넷 사용자가 급증하면서 모든 분야에서 정보전달 매체로서 웹의 활용이 보편화되고 있다. 교육적인 측면에서도 기존의 교실에서의 수업이나 인쇄매체를 통한 교육의 대체매체로서 웹의 활용에 대한 관심이 증대하고 있다. 본 연구에서는 7차 고등학교 수학과 교육과정에서 독자적인 영역으로 새로 분리된 '확률과 통계' 영역에 대해 웹상에서 활용가능한 교육용 전자교재의 구현사례를 제시한다. 확률의 계산이나 통계치의 계산 등과 같은 수리연산보다는 응용학문으로서의 확률과 통계의 개념과 원리의 이해에 중점을 두어 개발하였다.

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A Study on Probability of Street Blockade at a Large-scale Disaster in a Historic Preservation Area

  • Mishima, Nobuo;Ishimaru, Daisuke;Oh, Yong-Sun;Park, Sun Gyu
    • 한국콘텐츠학회:학술대회논문집
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    • 한국콘텐츠학회 2013년도 춘계 종합학술대회 논문집
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    • pp.251-252
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    • 2013
  • Most of the Historic Preservation Areas are very vulnerable to disasters. The aim of this study is to build probability of street blockade for evacuation routes planning from each house to an evacuation place at a large-scale disaster in such a historic preservation area. The study area is Hamanaka Machi Happongi Shuku in Kashima city, Saga Prefecture, which has been designated as a preservation district of traditional buildings. To achieve this aim, we referred to the formula for probability of street blockade for normal city area made by Tokyo Fire Agency. We revised it, considering the width of street under 4 m, structure of houses along the street, and the distance from the house to main street with the width over 4 m. Then, we applied the revised formula to the study area.

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