• Title/Summary/Keyword: 변화행렬

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The Marginal Model for Categorical Data Analysis of $3\times3$ Cross-Trials ($3\times3$ 교차실험을 범주형 자료 분석을 위한 주변확률모형)

  • 안주선
    • The Korean Journal of Applied Statistics
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    • v.14 no.1
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    • pp.25-37
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    • 2001
  • The marginal model is proposed for the analysis of data which have c(2: 3) categories in the 3 x 3 cross-over trials with three periods and three treatments. This model could be used for the counterpart of the Kenward-Jones' joint probability one and should be the generalization of Balagtas et ai's univariate marginal logits one, which analyze the treatment effects in the 3 x 3 cross-over trials with binary response variables[Kenward and Jones(1991), Balagtas et al(1995)]. The model equations for the marginal probability are constructed by the three types of link functions. The methods would be given for making of the link function matrices and model ones, and the estimation of parameters shall be discussed. The proposed model is applied to the analysis of Kenward and Jones' data.

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A Production method of GRM coefficients using Decision Diagram over GF(3) (결정도를 이용한 GF(3)상의 GRM 상수 생성 방법)

  • Shin, Boo-Sik;Hwang, Jong-Hak;Kim, Heung-Soo
    • Journal of the Korean Institute of Telematics and Electronics C
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    • v.36C no.1
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    • pp.41-48
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    • 1999
  • This paper presents a production method to GRM coefficients which is consists of 3n polarities to n variables over GF(3). General production method is searching for transformation matrix for a single variable and then kronecker products for n times. This paper presents a production method of GRM coefficients using DD(Decision Diagrma). Change of coefficients to a single variable are apply to DD and extended to n variables.

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Efficient Channel Split Strategy for System Stability in IP Based Macro/Femto Cellular Networks (IP 기반의 매크로/펨토 셀룰러 망에서 시스템의 안정성 향상을 위한 효과적인 채널 분배 기법)

  • Park, Kyung-Min;Kim, Young-Yong
    • Journal of Advanced Navigation Technology
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    • v.15 no.2
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    • pp.307-312
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    • 2011
  • In the macro/femto cellular networks, the portion of channels assigned to each cell is a critical factor which sets the stability and the performance of the whole system. To grasp the concrete influence that the channel split portion have on the system, we present the queueing model for IP based macro/femto cellular networks, and find the stability conditions. Additionally we provide the strategy to decide the portion of channels allocated to each cell. Through the experiments, we prove that the proposed strategies operate feasibly in various network environments, and on the basis of these results we discuss the efficient system structure plan.

Analysis of patterns in meteorological research and development using a text-mining algorithm (텍스트 마이닝 알고리즘을 이용한 기상청 연구개발분야 과제의 추세 분석)

  • Park, Hongju;Kim, Habin;Park, Taeyoung;Lee, Yung-Seop
    • The Korean Journal of Applied Statistics
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    • v.29 no.5
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    • pp.935-947
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    • 2016
  • This paper considers the analysis of patterns in meteorological research and development using a text-mining algorithm as the method of analyzing unstructured data. To analyze text data, we define a list of terms related to meteorological research and development, construct times series of a term-document matrix through data preprocessing, and identify terms that have upward or downward patterns over time. The proposed methodology is applied to multi-year plans funded by Korea Meteorological Administration research and development programs from 2011 to 2015.

Analysis of singularity and redundancy control for robot-positioner system (로봇과 포지셔너 시스템의 특이성 분석과 여유 자유도 제어)

  • 전의식;장재원;서일홍;오재응;염성하
    • Transactions of the Korean Society of Mechanical Engineers
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    • v.12 no.6
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    • pp.1252-1264
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    • 1988
  • Recently industrial robots together with positioners are often used to enhance the system performance for arc welding. In this paper, a redundancy control method is proposed to the robot-positioner system with seven degrees of freedom, where one kinematic modelling technique is employed. Also, manipulability in the given cutting plane of the workspace. An algorithm maximizing the manipulability is applied to the robot and the positioner and the simulation results are shown for the task following a linear path.

Complexity Reduction Scheme for Lattice Reduction-based MIMO Receiver under Time Varying Fading Environments (시변 페이딩 환경에서 Lattice Reduction 기반 MIMO 수신기를 위한 계산량 감소 기법)

  • Kim, Han-Nah;Choi, Kwon-Hue
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.34 no.11A
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    • pp.852-861
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    • 2009
  • We propose a complexity reduced Lattice Reduction(LR) scheme for MIMO detection under time varying fading environments. It is found that for successive MIMO transmission instances, the integer matrix P after LR decomposition remains the same or only a few elements of the matrix P are slightly changed. Based on this feature, we perform LR reduction by setting the initial values for P matrix for the decomposition to be the one obtained in the previous instance not starting from the identity matrix. Simulation results reveal that the proposed scheme drastically reduces overall complexity of LR reduction compared to the conventional scheme for various system parameters under time varying channels. We also show that the proposed scheme can be applied to Seysen LR as well as LLL(Lenstra, Lenstra, and Lavasaz)-LR.

Overlap Estimation for Panoramic Image Generation (중첩 영역 추정을 통한 파노라마 영상 생성)

  • Yang, Jihee;Jeon, Jihye;Park, Gooman
    • Journal of Satellite, Information and Communications
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    • v.9 no.4
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    • pp.32-37
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    • 2014
  • The panorama is a good alternative to overcome narrow FOV under study in robot vision, stereo camera and panorama image registration and modeling. The panorama can materialize view with angles wider than human view and provide realistic space which make feeling of being on the scene based on realism. If we use all correspondence, it is too difficult to find strong features and correspondences and assume accurate homography matrix in geographic changes in images as load of calculation increases. Accordingly, we used SURF algorithm to estimate overlapping areas with high similarity by comparing and analyzing the input images' histograms and to detect features. And we solved the problem of input order so we can make panorama by input images without order.

Basis Function Truncation Effect of the Gabor Cosine and Sine Transform (Gabor 코사인과 사인 변환의 기저함수 절단 효과)

  • Lee, Juck-Sik
    • The KIPS Transactions:PartB
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    • v.11B no.3
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    • pp.303-308
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    • 2004
  • The Gabor cosine and sine transform can be applied to image and video compression algorithm by representing image frequency components locally The computational complexity of forward and inverse matrix transforms used in the compression and decompression requires O($N^3$)operations. In this paper, the length of basis functions is truncated to produce a sparse basis matrix, and the computational burden of transforms reduces to deal with image compression and reconstruction in a real-time processing. As the length of basis functions is decreased, the truncation effects to the energy of basis functions are examined and the change in various Qualify measures is evaluated. Experiment results show that 11 times fewer multiplication/addition operations are achieved with less than 1% performance change.

A study of signal control with COSMOS on National Highway (신신호시스템(COSMOS)의 일반국도 적용에 대한 연구)

  • Baek Hyon-Su;Kim Young-Chan;Moon Hak-Yong;Kim Jong-Sik
    • The Journal of The Korea Institute of Intelligent Transport Systems
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    • v.3 no.2 s.5
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    • pp.29-40
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    • 2004
  • The performance of the National Highway is raised, but the capacity of the signalized intersection on the National Highway is low. It's operated by TOD(Time Of Day) mode. To evaluate of the performance of COSMOS(Cycle, Offset, Split Model for Seoul), a real time traffic adaptive signal control system, on the National Highway, studied volume, travel time and queuing length at TOD control and TRC(Traffic responsive Control). Consequently, the average travel speed at TRC is high $2.9\~16.7$km/h then the average travel speed at TOD control. And te queuing length at TRC is low $15\~196m$ then the queuing length at TOD control.

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Numerical Studies on the Variation of Flow Structure Due to Sea Surface Temperature at the Lee Side of Jeju Island in the Korean Peninsula (해수면 온도변화에 따른 제주도 후면 흐름구조 변화에 관한 수치연구)

  • Lee, Soon-Hwan;Park, Gwang-Soon
    • Journal of the Korean earth science society
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    • v.27 no.1
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    • pp.61-72
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    • 2006
  • Numerical studies on the influence of interaction between atmosphere and ocean on the variation of Karman vortex at the lee side of Jeju Island were carried out. Karman vortex tends to be occurred at limited height associated with Hanla mountain. And we can find clear Karman vortex at 900 hPa height in this study. One big vortex cell occurred at lee side of Jeju Island in the begging stage of its development and the cell was divided into three small cells as time goes by. And the strength and lifetime of small vortexes depend on the distribution of SST (Sea Surface Temperature). Weak gradient of SST makes long-lasting Karman vortex but produces weak potential vorticity at lee side of Jeju-do in comparison with the vortex under strong SST gradient. Strong SST gradient also increases not only the mixing depth but also the mixing ratio at lower level of troposphere. And the increased atmospheric mixing decreases the mechanical forcing due to isolated topography. Then the strength of Karman vortex at the lee side of Jeju Island becomes weak under strong gradient of SST. Thus the evolution of Karman vortex is closely related to distribution of SST around the isolated island.