• 제목/요약/키워드: likelihood distance

검색결과 172건 처리시간 0.026초

Predicting the likelihood of impaired stream segments using Geographic Information System on Abandoned Mine Land in Gangwon Province

  • Lee, Ju-Young;Yang, Jung-Suk;Choi, Jae-Young
    • 한국수자원학회:학술대회논문집
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    • 한국수자원학회 2007년도 학술발표회 논문집
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    • pp.1081-1083
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    • 2007
  • The study in river basin has been performed for the identify water quality impaired stream segments, to create a priority ranking of those segments, and to calculate the heavy metal ion distribution for each impaired segment based on chemical and physical water quality standards. Two methods for modeling the potential area-specific heavy metal distribution are pursued in this study. First, a novel approach focuses on distance. Heavy metal distribution can be associated with a particular small geographic area. Based on the derived estimates an distribution map can be generated. Second, the approach is used the near watershed by means of kriging interpolation algorithm. These approaches provide an alternative distribution mapping of the area. The exposure estimates from both of these modeling methods are then compared with other environmental monitoring data. A GIS-based model will be used to mimic the hierarchical stream structure and processes found in natural watershed. Specifically, the relationship between landscape variables and reach scale habitat conditions most influential found in the Abandoned mine will be explored.

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취학전 아동의 질병의 원인에 대한 이해 (Preschool Children's Conceptions of Illness)

  • 유효순
    • 아동학회지
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    • 제12권2호
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    • pp.37-50
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    • 1991
  • The purpose of this study was to assess preschool children's understanding of contagion and their use of immanent justice explanation for illness and accidents, 124 children (66 four-year-olds and 58 five-year-olds) were interviewed individually by two female interviewers. The data were analyzed by ${\chi}^2$ and correlation. Preliminary analyses revealed no significant sex and age differences: Therefore, the data were collapsed across sex and age for all further analyses. The results showed that preschool children have a concept of contagion as a cause of illness, and they understand the effect of distance between people on the likelihood of transmitting contagious ailments. They overextend the concept of contagion to inappropriate ailments: that is, to noncontagious illnesses and to accidents. They employed immanent justice explanations for all illnesses (contagious and noncontagious) and accidents.The use of immanent justice was inversely related to application of the concept of contagion.

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A Modified FCM for Nonlinear Blind Channel Equalization using RBF Networks

  • Han, Soo-Whan
    • Journal of information and communication convergence engineering
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    • 제5권1호
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    • pp.35-41
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    • 2007
  • In this paper, a modified Fuzzy C-Means (MFCM) algorithm is presented for nonlinear blind channel equalization. The proposed MFCM searches the optimal channel output states of a nonlinear channel, based on the Bayesian likelihood fitness function instead of a conventional Euclidean distance measure. In its searching procedure, all of the possible desired channel states are constructed with the elements of estimated channel output states. The desired state with the maximum Bayesian fitness is selected and placed at the center of a Radial Basis Function (RBF) equalizer to reconstruct transmitted symbols. In the simulations, binary signals are generated at random with Gaussian noise. The performance of the proposed method is compared with that of a hybrid genetic algorithm (GA merged with simulated annealing (SA): GASA), and the relatively high accuracy and fast searching speed are achieved.

Trade in Cultural Goods: A Case of the Korean Wave in Asia

  • Park, Young Seaon
    • East Asian Economic Review
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    • 제18권1호
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    • pp.83-107
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    • 2014
  • This paper studies the effects of economic development and cultural proximity as common determinants of trade in cultural goods in a dynamic preference selection model. For the empirical analysis, this paper utilizes the gravity framework with importer fixed effects and Poisson pseudo-maximum likelihood estimators. This paper applies the model to Korean export of broadcasting contents to Asian countries. The relative economic development of the export country and the market size of the import country are important determinants of cultural trade, the results of which are generally consistent with traditional goods trade. However, the distance variable does not show much significance, reflecting the unique characteristics of trade in cultural goods.

Switching between Spatial Modulation and Quadrature Spatial Modulation

  • Kim, Sangchoon
    • International journal of advanced smart convergence
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    • 제8권3호
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    • pp.61-68
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    • 2019
  • Spatial modulation (SM) is the first proposed space modulation technique. By further utilizing the quadrature spatial dimension, quadrature spatial modulation (QSM) has been developed as an amendment to SM system to enhance the overall spectral efficiency. Both techniques are capable of entirely eliminating interchannel interference (ICI) at the receiver. In this paper, we propose a simple adaptive hybrid switching transmission scheme to obtain better system performance than SM and QSM systems under a fixed transmission date rate. The presented modulator selection criterion for switching between spatial modulator and quadrature spatial modulator is based on the larger received minimum distance of spatial modulator and quadrature spatial modulator to exploit the spatial channel freedom. It is shown through Monte Carlo simulations that the proposed hybrid SM and QSM switching system yields lower error performance than the conventional SM and QSM systems under the same fixed data rate and thus can provide signal to noise ratio (SNR) gain.

Modified information criterion for testing changes in generalized lambda distribution model based on confidence distribution

  • Ratnasingam, Suthakaran;Buzaianu, Elena;Ning, Wei
    • Communications for Statistical Applications and Methods
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    • 제29권3호
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    • pp.301-317
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    • 2022
  • In this paper, we propose a change point detection procedure based on the modified information criterion in a generalized lambda distribution (GLD) model. Simulations are conducted to obtain empirical critical values of the proposed test statistic. We have also conducted simulations to evaluate the performance of the proposed methods comparing to the log-likelihood method in terms of power, coverage probability, and confidence sets. Our results indicate that, under various conditions, the proposed method modified information criterion (MIC) approach shows good finite sample properties. Furthermore, we propose a new goodness-of-fit testing procedure based on the energy distance to evaluate the asymptotic null distribution of our test statistic. Two real data applications are provided to illustrate the use of the proposed method.

Convolutional Code/Binary CPFSK 복합 전송시스템의 성능개선에 관한 연구 (Performance Improvement on the Combined Convolutional Coding and Binary CPFSK Modulation)

  • 최양호;백제인;김재균
    • 대한전자공학회논문지
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    • 제23권5호
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    • pp.591-596
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    • 1986
  • A binary continuous phase frequency shift keying (CPFSK), whose phase is a continuous function of time and instantaneous frequency is constant, is a bandwidth efficient constant envelope signalling scheme. A transmitting signal is formed by combined coding of a convolutional encoder and a binary CPFSK modulator. The signal is transmitted throuth additive white Gaussian noise(AWGN) channel. If the received signal is detected by a coherent maximum likelihood(ML) receiver, error probability can be expressed approximately in terms of minimum Euclidean distance. We propose rate 2/4 codes for the improvement of error performance without increating the data rate per bandwidth and the receiver complexity. Its minimum Euclidean distances are compared with those of rate \ulcornercodes as a function of modulation index and observation interval.

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개선된 챔퍼매칭 우도기반 2차원 평면 객체 추적 (2D Planar Object Tracking using Improved Chamfer Matching Likelihood)

  • 오치민;정문호;유범재;이칠우
    • 정보처리학회논문지B
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    • 제17B권1호
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    • pp.37-46
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    • 2010
  • 본 논문에서는 개선된 챔퍼매칭(Chamfer Matching)으로 2차원 평면 객체 모델을 추적하는 방법을 제시한다. 기존 챔퍼매칭은 배경이 복잡할 경우 객체와 영상간의 유사도를 계산하기 어려운 단점이 있다. 따라서 본 논문에서는 챔퍼매칭을 에지와 코너특징을 사용해 복잡한 배경에서도 유사도를 계산할 수 있도록 개선한다. 개선된 챔퍼매칭은 기하(Geometric) 모델을 추적하는 파티클 필터(Particle Filter)의 우도함수로 사용된다. 기하모델은 2차원 평면 객체를 에지 및 코너 특징점과 포즈로 모델링하며, 색상 변화에 안정적인 객체서술자이다. 파티클 필터는 칼만필터 보다 더 비선형적인 추적 방법이다. 따라서 제안된 방법은 복잡한 환경에서 객체를 추적하기 위해 기하모델 및 파티클 필터, 개선된 챔퍼 매칭을 사용한다. 실험 결과에서는 제안 방법의 강건함을 기존 방법의 비교를 통해 나타낸다.

The Classifications using by the Merged Imagery from SPOT and LANDSAT

  • Kang, In-Joon;Choi, Hyun;Kim, Hong-Tae;Lee, Jun-Seok;Choi, Chul-Ung
    • 대한원격탐사학회:학술대회논문집
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    • 대한원격탐사학회 1999년도 Proceedings of International Symposium on Remote Sensing
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    • pp.262-266
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    • 1999
  • Several commercial companies that plan to provide improved panchromatic and/or multi-spectral remote sensor data in the near future are suggesting that merge datasets will be of significant value. This study evaluated the utility of one major merging process-process components analysis and its inverse. The 6 bands of 30$\times$30m Landsat TM data and the 10$\times$l0m SPOT panchromatic data were used to create a new 10$\times$10m merged data file. For the image classification, 6 bands that is 1st, 2nd, 3rd, 4th, 5th and 7th band may be used in conjunction with supervised classification algorithms except band 6. One of the 7 bands is Band 6 that records thermal IR energy and is rarely used because of its coarse spatial resolution (120m) except being employed in thermal mapping. Because SPOT panchromatic has high resolution it makes 10$\times$10m SPOT panchromatic data be used to classify for the detailed classification. SPOT as the Landsat has acquired hundreds of thousands of images in digital format that are commercially available and are used by scientists in different fields. After the merged, the classifications used supervised classification and neural network. The method of the supervised classification is what used parallelepiped and/or minimum distance and MLC(Maximum Likelihood Classification) The back-propagation in the multi-layer perception is one of the neural network. The used method in this paper is MLC(Maximum Likelihood Classification) of the supervised classification and the back-propagation of the neural network. Later in this research SPOT systems and images are compared with these classification. A comparative analysis of the classifications from the TM and merged SPOT/TM datasets will be resulted in some conclusions.

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개선된 퍼지 클러스터 알고리즘을 이용한 블라인드 비선형 채널등화에 관한 연구 (A Study on Blind Nonlinear Channel Equalization using Modified Fuzzy C-Means)

  • 박성대;한수환
    • 한국멀티미디어학회논문지
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    • 제10권10호
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    • pp.1284-1294
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    • 2007
  • 본 논문에서는 개선된 퍼지 클러스터(Modified Fuzzy C-Means: MFCM) 알고리즘을 이용하여 블라인드 비선형 채널등화기를 구현하였다. 이를 위해 제안된 MFCM은 기존의 유클리디언 거리 값 대신 Bayesian Likelihood 목적함수(fitness function)를 이용하여 채널의 출력으로 수신된 데이터들로부터 비선형 채널의 최적의 채널 출력 상태 값(optimal channel output states)을 추정한다. 이렇게 구해진 채널 출력 상태 값들로 비선형 채널의 이상적 채널 상태(desired channel states) 벡터를 구성하고 이를 Radial Basis Function(RBF) 등화기의 중심(center)으로 활용하여 송신된 데이터 심볼을 찾아낸다. 실험에서는 무작위 이진 신호에 가우스 잡음을 추가한 데이터를 사용하여 하이브리드 유전자 알고리즘 (genetic algorithm(GA) merged with simulated annealing (SA): GASA)과 그 성능을 비교하였으며, 제안된 MFCM을 이용한 등화기가 GASA를 사용한 것 보다 상대적으로 정확도와 속도 면에서 우수함을 보였다.

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