• Title/Summary/Keyword: User-centric clustering

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Threshold based User-centric Clustering for Cell-free MIMO Network (셀프리 다중안테나 네트워크를 위한 임계값 기반 사용자 중심 클러스터링)

  • Ryu, Jong Yeol;Lee, Woongsup;Ban, Tae-Won
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.26 no.1
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    • pp.114-121
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    • 2022
  • In this paper, we consider a user centric clustering in order to guarantee the performance of the users in cell free multiple-input multiple-output (MIMO) network. In the user centric clustering scheme, by using large scale fading coefficients of the connected access points (APs), each user decides own cluster with the APs having the higher the large scale fading coefficients than threshold value compared to the highest large scale fading coefficient. In the determined user centric clusters, the APs design the beamformers and power allocations in the distributed manner and the APs cooperatively transmit data to users by using beamformers and power allocations. In the simulation results, we verify the performance of user centric clustering in terms of the spectral efficiency and we also find the optimal threshold value in the given configuration.

A Study on Clustering of Core Competencies to Deploy in and Develop Courseworks for New Digital Technology (카드소팅을 활용한 디지털 신기술 과정 핵심역량 군집화에 관한 연구)

  • Ji-Woon Lee;Ho Lee;Joung-Huem Kwon
    • Journal of Practical Engineering Education
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    • v.14 no.3
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    • pp.565-572
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    • 2022
  • Card sorting is a useful data collection method for understanding users' perceptions of relationships between items. In general, card sorting is an intuitive and cost-effective technique that is very useful for user research and evaluation. In this study, the core competencies of each field were used as competency cards used in the next stage of card sorting for course development, and the clustering results were derived by applying the K-means algorithm to cluster the results. As a result of card sorting, competency clustering for core competencies for each occupation in each field was verified based on Participant-Centric Analysis (PCA). For the number of core competency cards for each occupation, the number of participants who agreed appropriately for clustering and the degree of card similarity were derived compared to the number of sorting participants.

Object Store Method for Interactive Multimedia Broadcasting (대화형 멀티미디어 방송을 위한 객체 저장 방법)

  • Han, Dae-Young;Hwang, Bu-Hyun;Kim, Dae-In;Kim, Jae-In;Na, Choul-Su
    • The Journal of the Korea Contents Association
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    • v.9 no.2
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    • pp.51-59
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    • 2009
  • Interactive multimedia broadcasting can serve various additional information of object in multimedia because of the commercialized data broadcasting by communication and broadcasting convergence. One of the most important factors in interactive multimedia broadcasting is User-Centric Interoperability. The higher User-Centric Interoperability, the more information of user-interest objects are served quickly by user request. This proposed method finds own area of the object in mask video and divides the area into equal parts. And then it store as a form of bitsum after clustering the area. As a result of experiment, We confirm the method is efficient to use space for storing position information of the object.

Power Re-Allocation for Low-Performance User in Cell-free MIMO Network (셀프리 다중안테나 네트워크에서 하위 성능 사용자를 위한 전력 재할당 기법)

  • Ryu, Jong Yeol;Ban, Tae-Won;Lee, Woongsup
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.26 no.9
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    • pp.1367-1373
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    • 2022
  • In this paper, we consider a power re-allocation technique in order to enhance the frequency efficiency of the low performance user in a cell-free multiple input multiple output (MIMO) network. The AP first allocates transmit power to the user to be proportional to the large-scale fading coefficients of the connected users. Then, the AP reduces the power of the users who were allocated power greater than the threshold ratio of total allocated power to be equal to the threshold ratio of the allocated power. Finally, the AP re-allocates the reduced power from the strong channel user to the user who has the worst channel condition, and thus, the frequency efficiency of the low performance user can be enhanced. In the simulation results, we verify the performance of the power re-allocation technique in terms of the spectral efficiency of the low performance user.

Implementation of data synchronization for local disks in Linux high availability system (리눅스 고가용 시스템에서 로컬 디스크 간 데이터 동기화 구현)

  • Park, seong-jong;Lee, cheol-hoo
    • Proceedings of the Korea Contents Association Conference
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    • 2008.05a
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    • pp.547-550
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    • 2008
  • Recently, changes in the environment of user-centric internet service such as blog, UCC and IPTV and ubiquitous computing based on web service are needed to high availability system platform. High availability system is to provide safe service continuously even if system failure occurs in clustering system at the network. And it is necessary to synchronize data for reliable service in high availability system. In this paper, I implement DRBD(Disk Replicated Block Device) which is synchronization technique for data of local disks in high availability system.

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