• Title/Summary/Keyword: Distance-based

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Performance Analysis of location Registration Methods : Zone-based Registration and Distance-based Registration (위치등록 방법의 성능분석 : 영역기준 위치등록과 거리기준 위치등록)

  • Baek, Jang-Hyun;Lie, Chang-Hoon
    • Journal of Korean Institute of Industrial Engineers
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    • v.23 no.2
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    • pp.385-401
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    • 1997
  • In this paper, we evaluate the performance of zone-based registration and distance-based registration. First, we propose the mobility model which can be used to analyze the performance of both zone-based registration and distance-based registration. And using the proposed mobility model, we obtain several performance measures and perform numerical computation to compare the performance of two registration methods. Numerical results show that in general zone-based registration needs less number of registration than distance-based registration. On the other hand, if distance-based registration is used, registration load is equally distributed to all cells in a location area and ping-pong phenomenon is not occurred. And when a VLR area is composed of a few location areas, distance-based registration may need less registration load than zone-based registration. Therefore, a proper registration method should be selected considering system circumstances and implementation complexity, and the selected method should be implemented so as to change system parameters according to system circumstances.

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A Performance Analysis of the Face Recognition Based on PCA/LDA on Distance Measures (거리 척도에 따른 PCA/LDA기반의 얼굴 인식 성능 분석)

  • Song Young-Jun;Kim Young-Gil;Ahn Jae-Hyeong
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.6 no.3
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    • pp.249-254
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    • 2005
  • In this paper, we analysis the recognition performance of PCA/LDA by distance measures. We are adapt to ORL face database with the fourteen distance measures. In case of PCA, it has high performance for the manhattan distance and the weighted SSE distance to face recognition, In case of PCA/LDA, it has high performance for the angle-based distance and the modified SSE distance. Also, PCA/LDA is better than PCA for reduction of dimension. Therefore, the PCA/LDA method and the angle-based distance have the most performance and a few dimension for face recognition with ORL face database.

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Earth Mover's Distance Approximate Earth Mover's Distance for the Efficient Content-based Image Retreival (효율적인 내용 기반 이미지 검색을 위한 근사 Earth Mover's Distance)

  • Jang, Min-Hee;Kim, Sang-Wook
    • The KIPS Transactions:PartD
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    • v.18D no.5
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    • pp.323-328
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    • 2011
  • For content-based image retrieval, the earth mover's distance and the optimal color composition distance are proposed to measure the dissimilarity. Although providing good retrieval results, both methods are too time-consuming to be used in a large image database. To solve the problem, we propose a new distance function that calculates an approximate earth mover's distance in linear time. To calculate the dissimilarity in linear time, the proposed approach employs the space-filling curve. We have performed extensive experiments to show the effectiveness and efficiency of the proposed approach. The results reveal that our approach achieves almost the same results with the EMD in linear time.

Progress Report of the Hubble Constant Determination based on the TRGB Method

  • Jang, In Sung;Lee, Myung Gyoon
    • The Bulletin of The Korean Astronomical Society
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    • v.40 no.1
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    • pp.46.2-46.2
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    • 2015
  • Modern methods in determining the value of the Hubble constant are divided into two main ways: the classical distance ladder method and the inverse distance ladder method. The classical distance ladder method is based on Cepheid calibrated Type Ia supernovae (SNe Ia), which are known as powerful distance indicator. The inverse distance ladder method uses cosmic microwave background radiation, which emitted from the high-z universe, and the cosmological model. Recent estimations of the Hubble constant based on these two methods show a $2{\sim}3{\sigma}$ difference, which called the "Hubble tension". It is currently an issue in the modern cosmology. We have been working on the luminosity calibration of SNe Ia based on the Tip of the Red Giant Branch (TRGB), which is a precise population I distance indicator. We present the TRGB distance estimates of 5 SNe Ia host galaxies with the archival Hubble Space Telescope image data. We derive the mean absolute maximum magnitude of 5 SNe Ia and the value of the Hubble constant. Cosmological implications of our estimate will be discussed.

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Feature Extraction Method based on Bhattacharyya Distance for Multiclass Problems (Bhattacharyya Distance에 기반한 다중클래스 문제에 대한 피춰 추출 기법)

  • 최의선;이철희
    • Proceedings of the IEEK Conference
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    • 1999.06a
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    • pp.643-646
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    • 1999
  • In this paper, we propose a feature extraction method based on Bhattacharyya distance for multiclass problems. The Bhattacharyya distance provides a valuable information in determining the effectiveness of a feature set and has been used as separability measure for feature selection. Recently, a feature extraction algorithm hat been proposed for two normally distributed classes based on Bhattacharyya distance. In this paper, we propose to expand the previous approach to multiclass cases. Experiment results show that the proposed method compares favorably with the conventional methods.

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Performance Analysis of Location Registration Scheme in Mobile Communication Networks (이동통신망에서의 위치등록 방법의 성능분석)

  • 임석구
    • Proceedings of the Korea Contents Association Conference
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    • 2003.05a
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    • pp.449-453
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    • 2003
  • In this paper, we evaluate the performance of zone-based registration, distance-based registration and distance-based registration considering call arrival. We propose the mobility model, which can be used to analyze the performance of three registration schemes. Numerical results show that zone-based registration needs less number of registration than distance-based registration. On the other hand, the registration load of the distance-based registration is equally distributed to all cells in a location area. However, the registration load of the distance-based registration considering call arrival is similar to that of zone-based registration and equally distributed to all cells in a location am Therefore, the proposed scheme can be effectively used restricted radio resources.

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Performance Analysis of Improved Distance-based Location Registration Scheme in Mobility Model

  • Cho Kee-Seong;Kim Dong-Whee
    • Journal of Korea Society of Industrial Information Systems
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    • v.11 no.2
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    • pp.1-8
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    • 2006
  • In this paper, we propose a distance-based location registration scheme and evaluate it's performance in a mobility model. We compare performance of the distance-based registration scheme to that of zone-based registration scheme at the mobility model. Numerical results show that the registration load of the distance-based registration with call arrival is similar to that of the zone-based registration, and is equally distributed to all cells in a location area. So the proposed scheme can be effectively used in the limited radio resources.

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Error Estimation Based on the Bhattacharyya Distance for Classifying Multimodal Data (Multimodal 데이터에 대한 분류 에러 예측 기법)

  • Choe, Ui-Seon;Kim, Jae-Hui;Lee, Cheol-Hui
    • Journal of the Institute of Electronics Engineers of Korea SP
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    • v.39 no.2
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    • pp.147-154
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    • 2002
  • In this paper, we propose an error estimation method based on the Bhattacharyya distance for multimodal data. First, we try to find the empirical relationship between the classification error and the Bhattacharyya distance. Then, we investigate the possibility to derive the error estimation equation based on the Bhattacharyya distance for multimodal data. We assume that the distribution of multimodal data can be approximated as a mixture of several Gaussian distributions. Experimental results with remotely sensed data showed that there exist strong relationships between the Bhattacharyya distance and the classification error and that it is possible to predict the classification error using the Bhattacharyya distance for multimodal data.

Effect of one way reinforced concrete slab characteristics on structural response under blast loading

  • Kee, Jung Hun;Park, Jong Yil;Seong, Joo Hyun
    • Advances in concrete construction
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    • v.8 no.4
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    • pp.277-283
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    • 2019
  • In evaluating explosion-protection capacity, safety distance is broadly accepted as the distance at which detonation of a given explosive causes acceptable structural damage. Safety distance can be calculated based on structural response under blast loading and damage criteria. For the applicability of the safety distance, the minimum required stand-off distance should be given when the explosive size is assumed. However, because of the nature of structures, structural details and material characteristics differ, which requires sensitivity analysis of the safety distance. This study examines the safety-distance sensitivity from structural and material property variations. For the safety-distance calculation, a blast analysis module based on the Kingery and Bulmash formula, a structural response module based on a Single Degree of Freedom model, and damage criteria based on a support rotation angle were prepared. Sensitivity analysis was conducted for the Reinforced Concrete one-way slab with different thicknesses, reinforcement ratios, reinforcement yield strengths, and concrete compressive strengths. It was shown that slab thickness has the most significant influence on both inertial force and flexure resistance, but the compressive strength of the concrete is not relevant.

Performance Analysis of Distance-based Location Registration Scheme Considering Terminating Call (착신호를 고려한 거리기준 위치등록 방법의 성능분석)

  • Lim, Seog-Ku;Jang, Hee-Seon;Cho, Kee-Seong
    • The KIPS Transactions:PartC
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    • v.10C no.1
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    • pp.103-110
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    • 2003
  • In this paper, we propose and evaluate the performance distance-based registration considering call arrival. We propose the mobility model, which can be used to analyze the performance of proposed registration schemes. Numerical results show that zone-based registration needs less number of registration than distance-based registration. On the other hand, the registration load of the distance-based registration is equally distributed to all cells in a location area. However, the registration load of the distance-based registration considering cail arrival is similar to that of zone-based registration and equally distributed to all cells in a location area. Therefore, the proposed scheme can be effectively used restricted radio resources.