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Data Correlation-Based Clustering Algorithm in Wireless Sensor Networks

  • Yeo, Myung-Ho;Seo, Dong-Min;Yoo, Jae-Soo
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.3 no.3
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    • pp.331-343
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    • 2009
  • Many types of sensor data exhibit strong correlation in both space and time. Both temporal and spatial suppressions provide opportunities for reducing the energy cost of sensor data collection. Unfortunately, existing clustering algorithms are difficult to utilize the spatial or temporal opportunities, because they just organize clusters based on the distribution of sensor nodes or the network topology but not on the correlation of sensor data. In this paper, we propose a novel clustering algorithm based on the correlation of sensor data. We modify the advertisement sub-phase and TDMA schedule scheme to organize clusters by adjacent sensor nodes which have similar readings. Also, we propose a spatio-temporal suppression scheme for our clustering algorithm. In order to show the superiority of our clustering algorithm, we compare it with the existing suppression algorithms in terms of the lifetime of the sensor network and the size of data which have been collected in the base station. As a result, our experimental results show that the size of data is reduced and the whole network lifetime is prolonged.

Inevitable vs. Evitable : An Attempt Identify the Appropriate Battlegrour for Virtual Teams

  • Yoo, Sang-Jin
    • Journal of Korea Society of Industrial Information Systems
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    • v.6 no.4
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    • pp.61-67
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    • 2001
  • A dominant idea is that because virtual members trust one another less than do the non-virtual and therefore the traditional face-to face teams are better than the virtual, the virtual team can be organized to cope with the inevitable, restrictive situation in which they cannot organize a team with face-to-face meetings. However, we believe that even if a manager coping with a certain problem can organize a face-to-face team (evitable situation), there might be some areas or cases in which organizing a virtual team is better than organizing a face-to-face team. This paper suggests it is important for practical managers to identify when(for which situations) the virtual teams are most suitable and can be successful without losing trust.

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The Optimization of Truss Structures with Genetic Algorithms

  • Wu, Houxiao;Luan, Xiaodong;Mu, Zaigen
    • Journal of Korean Association for Spatial Structures
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    • v.5 no.3 s.17
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    • pp.117-122
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    • 2005
  • This paper investigated the optimum design of truss structures based on Genetic Algorithms (GA's). With GA's characteristic of running side by side, the overall optimization and feasible operation, the optimum design model of truss structures was established. Elite models were used to assure that the best units of the previous generation had access to the evolution of current generation. Using of non-uniformity mutation brought the obvious mutation at earlier stage and stable mutation in the later stage; this benefited the convergence of units to the best result. In addition, to avoid GA's drawback of converging to local optimization easily, by the limit value of each variable was changed respectively and the genetic operation was performed two times, so the program could work more efficiently and obtained more precise results. Finally, by simulating evolution process of nature biology of a kind self-organize, self-organize, artificial intelligence, this paper established continuous structural optimization model for ten bars cantilever truss, and obtained satisfactory result of optimum design. This paper further explained that structural optimization is practicable with GA's, and provided the theoretic basis for the GA's optimum design of structural engineering.

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Document Research for the Restoration of Traditional Acupunctural Methods (전통침구기법(傳統鍼灸技法)의 복원을 위한 문헌조사)

  • Oh, Jun Ho;Ahn, sang woo
    • The Journal of Korean Medical History
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    • v.18 no.1
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    • pp.103-126
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    • 2005
  • 1) Objective This research is a process of examining the Traditional Acupunctural Methods left in our documents. The objectives of this paper are explaining the process of researching documents and reporting several points revealed in this process. 2) Process This study was done through the following steps: (1) We located the Acupunctural Methods in the original text database on the web. (2) We sorted them according to criterion. (3) We set up some standard clauses in order to organize the selected information. (4) We re-organized the information following the standards within the categories. (5) As for clauses that were not fully explained in the documents, we tried to restore them through other documents. 3) Results (1) 11 standard clauses were set up in order to organize the Traditional Acupunctural Methods. (2) Traditional Acupunctural Methods were extracted from 22 documents, (3) 24 Traditional Acupunctural Methods were extracted and organized by standards. (4) We learned of similar methods with resembling ways of drawing blood and methods with deep interest in the depth of needle insertion. Also, we were able to gain a clue to the exchange of Acupunctural Methods among the three Asian countries and the possibility of research using the Korean Medicine Database.

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A Study On the Organization of Condolent Space in funeral Ceremony Hall (전문장례식장 조문공간 구성에 관한 연구)

  • 오영모;박재승
    • Korean Institute of Interior Design Journal
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    • no.39
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    • pp.124-131
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    • 2003
  • The purpose of this study is furnishing applicable data, in deviation from the conventional study of architectural planning, for funeral ceremony hall actually built as a various form. For that, this study performed analysis of condolent space, through dividing space into three phase which is planning unit, organizing unit and making layout as a general method of architectural planning steps. The results are as follows. Establishing spaces for bereaved family's rest in funeral space is also applicable, through the renovation, in case of A type u nit that is more than 25$m^2$. If wish to organize funeral space unit by monolithic space type at planning, than should be controle d size of unit so as not to excessive and if wish to organize by connection style and 1:1 separation style, than area of room where coffin is placed should be considered not overly lacking than condoler's waiting space. On arranging of middle corridor type should be controled scale of funeral space so that is not lacking than room where coffin is placed. In case of hall type, there are necessity to make area of condoler's waiting space do not excess than area of room where coffin is placed.

A Study on Energy Efficient Self-Organized Clustering for Wireless Sensor Networks (무선 센서 네트워크의 자기 조직화된 클러스터의 에너지 최적화 구성에 관한 연구)

  • Lee, Kyu-Hong;Lee, Hee-Sang
    • Journal of Korean Institute of Industrial Engineers
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    • v.37 no.3
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    • pp.180-190
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    • 2011
  • Efficient energy consumption is a critical factor for deployment and operation of wireless sensor networks (WSNs). To achieve energy efficiency there have been several hierarchical routing protocols that organize sensors into clusters where one sensor is a cluster-head to forward messages received from its cluster-member sensors to the base station of the WSN. In this paper, we propose a self-organized clustering method for cluster-head selection and cluster based routing for a WSN. To select cluster-heads and organize clustermembers for each cluster, every sensor uses only local information and simple decision mechanisms which are aimed at configuring a self-organized system. By these self-organized interactions among sensors and selforganized selection of cluster-heads, the suggested method can form clusters for a WSN and decide routing paths energy efficiently. We compare our clustering method with a clustering method that is a well known routing protocol for the WSNs. In our computational experiments, we show that the energy consumptions and the lifetimes of our method are better than those of the compared method. The experiments also shows that the suggested method demonstrate properly some self-organized properties such as robustness and adaptability against uncertainty for WSN's.

A study of the development of the public libraries in the "Chun-Buk" province in Korea (전북지역 공공도서관의 발전책에 관한 연구)

  • 김포옥
    • Journal of Korean Library and Information Science Society
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    • v.15
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    • pp.25-77
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    • 1988
  • A Library is the fundamental character of culture in a country and it is also a barometer of culture in its community. Every cultural reality, however, can hardly come to fruition in a short time and so, it will be effected through a long time and tradition. This study aims at catching up how the above-mentioned public libraries have an influence on culture of its community people. For this purpose, the actual conditions of the public libraries have been investigated and analyzed and as a result of it, the problems have been reilluminated from the nation-wide point of view. And in the new changes, developing improvement measures have been tried to find. How to study was on the basis of the actual materials of the on the-spot survey, the interviews with the working officials and the response by way of questionnaire. Summing up the investigated and analyzed contents are as followings. In the above mentioned province, therefore, number of the public libraries are very limited compared with number of the people. And so, it is very essential to increase the public libraries in the province. In terms of the actual conditions, the public libraries lags far behind the other provinces in Korea from this library field. The present chronic conditions are the budgetary deficit, the collections insufficient to the legal minimal standards, the lack of professional librarians ignorance of the people and library managements by unprofessionals, etc.. This hinders the progress of the public libraries and to seculate them from the people. The improvements and the solutions to the above-mentioned problems are as follows. 1. To recruit the personnel sufficient to the legal standards and to reorganize the offices and to turn upward the highest class of librarian's position above the 4th class. 2. To secure collections sufficient to the legal standards and to strang then the extension services. 3. To organize the council composed of the chief librarians of the public libraries including the working chiefs in the province and to develop the works-in-hand of the libraries from the level of decision-making. 4. To organize the librarian training group and to study the working problems and to seek the qualified improvement of librarians. 5. The management of the public libraries in the province are, at present, der the Ministry of Education and the local government takes the financial power. So both should be shortly unified. 6. To do regularly the course of how to use library materials for the community people and to seek the inducement measures for the people through the various cultural events. 7. The public libraries organize the mutual cooperation networks and to seek the system automatized plans of free use of library materials and every library works. 8. To enlarge book mobile system actively and to infiltrate into the daily living of people deeply. Finally, what the present writer would like to speak to the chief librarians of the public libraries the human aspects of librarians should not be ignored no mater how excellent a library organization may be. In addition to this, the present writter is sure that the far-reached future of our library organization will depend on the librarians.

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Organization of Marine Framework Data and plan for progress (해양기본지리정보의 선정 및 추진 방안)

  • 박찬혁;최우철;박홍기
    • Proceedings of the Korean Society of Surveying, Geodesy, Photogrammetry, and Cartography Conference
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    • 2004.04a
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    • pp.419-426
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    • 2004
  • The national framework data is being constructed by the second plan of NGIS(National geographic information system). However, themes of national framework data are not reflecting various geographic information of marine that demand is increasing. Also, it is mean that national framework data did not consider concept of country which is integrate land and marine. Therefor, this study perform to organize marine framework data through analysis of overseas framework data, and present the composition of national framework data that land and marine are integrated through investigate relationship between national framework data and marine framework data.

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A Study on Korean Data Naming Schemes (한글 데이터 명칭의 문법적 구조에 관한 연구)

  • 이춘열;김흥수
    • The Journal of Information Technology and Database
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    • v.6 no.2
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    • pp.101-114
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    • 1999
  • Data Naming has been a long-lived issue in data management. A data name is a basic vehicle to convey meanings of data. Thus, names are organized in such a way that anyone can understand their meanings with ease; however, Korean data names have been organized based on English-like naming scheme. This paper proposes a Korean data naming scheme. For this, we specify information that data names should include. Secondly, we propose rules to organize data names. For real world applications, a database system is proposed to manage data names. The database is expected to provide a starting point that on organization can develop its own data name repository.

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A Study on the Operations of Industrial Engineering Curricula in U.S.A. (미국(美國)에서의 산업공학교과(産業工學教科) 운영실태(運營實態) 조사연구(調査硏究))

  • An, Se-Hui
    • Journal of Korean Institute of Industrial Engineers
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    • v.11 no.1
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    • pp.51-61
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    • 1985
  • Major changes of the industrial engineering curricula in U.S.A. were analysed in three stages: 1938, 1958 and 1984. There are tendencies that the traditional plant operation oriented courses are combined and compressed to a few courses while the system oriented courses such as SA, OR, computer applications, man-machine systems are expanding. It will be necessary to organize a study group such as ASEE conducting further studies to meet our needs by upgrading the engineering curriculum for the coming 90's education.

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