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Calorie Expenditure Prediction Model of Elderly Living Alone using Motion Sensors for LBS Applications (LBS 응용을 위해 움직임 센서를 이용한 독거노인의 칼로리 소모 예측 모델)

  • Jung, Kyung-Kwon;Kim, Yong-Joong
    • Journal of IKEEE
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    • v.14 no.1
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    • pp.17-24
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    • 2010
  • This paper presents calorie expenditure prediction model of daily activity of elderly living alone for LBS(Location Based Service) applications. The proposed method is to describe the daily activity patterns of older adult using PIR (Passive InfraRed) motion sensors and to examine the relationships between physical activity and calorie expenditure. The developed motion detecting system is composed of a sensing system and a server system. The motion detecting system is a set of wireless sensor nodes which has PIR sensor to detect a motion of elder. Each sensing node sends its detection signal to a home gateway via wireless link. The home gateway stores the received signals into a remote database. The server system is composed of a database server and a web server, which provides web-based monitoring system to caregivers for more effective services. The experiment results show the adaptability and feasibility of the calorie expenditure model.

A Inter-layer Path Provisioning System Architecture in Multi-layer Networks (다계층 광네트워크에서 계층간 경로설정 시스템 구조 연구)

  • Kim, Hyuncheol
    • Convergence Security Journal
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    • v.13 no.3
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    • pp.25-31
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    • 2013
  • Looking at the recent value change of users and the usage pattern of network users, it is changing from simple web information, one-way information acquisition and data transmission to increase of usage of multimedia, increasing demand for security and customization, and increasing demands for free mobility. Due to this change of demand, the services which were provided individually, developed into a form which is merged, the network also seems to develop into the combined network from the individual network for individual service, and the communication network control technology which is the core technology is also rapidly developing. To reflect the users' demands, the next generation network created the multi-layer network which is based on the WDM/IP transmission system and added the to make it easy to restructure. P-OTS (Packet-Optical Transport System) can be defined as a platform that combines SONET/SDH, Ethernet, DWDM, optical transport network (OTN) switching and reconfigurable optical add-drop multiplexers (ROADMs). In this paper, we suggested that the optimum path choice be performed through diversification of the PCE-based path selection using the information of various layers altogether in the multi-layer environment, compared with the established path selection method when the path was selected using the information of each layers.

Development of Prediction Method for Highway Pavement Condition (포장상태 예측방법 개선에 관한 연구)

  • Park, Sang-Wook;Suh, Young-Chan;Chung, Chul-Gi
    • International Journal of Highway Engineering
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    • v.10 no.3
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    • pp.199-208
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    • 2008
  • Prediction the performance of pavement provides proper information to an agency on decision-making process; especially evaluating the pavement performance and prioritizing the work plan. To date, there are a number of approaches to predict the future deterioration of pavements. However, there are some limitation to proper prediction of the pavement service life. In this paper, pavement performance model and pavement condition prediction model are developed in order to improve pavement condition prediction method. The prediction model of pavement condition through the regression analysis of real pavement condition is based on the probability distribution of pavement condition, which set to 5%, 15%, 25% and 50%, by condition of the pavement and traffic volume. The pavement prediction model presented from the behavior of individual pavement condition which are set to 5%, 15%, 25% and 50% of probability distribution. The performance of the prediction model is evaluated from analyzing the average, standard deviation of HPCI, and the percentage of HPCI which is lower than 3.0 of comparable section. In this paper, we will suggest the more rational method to determine the future pavement conditions, including the probabilistic duration and deterministic modeling methods regarding the impact of traffic volume, age, and the type of the pavement.

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Implement of Knocking diagnostic algorithm and design of OBD-II Diagnostic system S/W on common-rail engine (커먼레일 엔진에서 노킹 진단 알고리즘 구현 및 OBD-II 진단기 S/W 설계 방안)

  • Kim, Hwa-Seon;Jang, Seong-Jin;Nam, Jae-Hyun;Jang, Jong-Yug
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.16 no.11
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    • pp.2446-2452
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    • 2012
  • In order to meet the recently enhanced emission standards at home and abroad, it is necessary to develop the CRDI ECU control algorithm that users can adjust fuel injection timing and amount in response to their needs. Therefore, this study developed the simulator for knocking analysis that enables knocking discrimination and engine balance correction applicable to the ECU exclusive to the industrial CRDI engine. The purpose of this study is to provide the driver-oriented diagnostic service that enable drivers to diagnose vehicles directly by developing diagnostic devices for vehicles with ths use of the results of the developed simulator for knocing analysis according to the OBD-II standards. For this purpose, this study aims to improve the fuel efficiency of vehicles by proposing the S/W design method of the OBD-II diagnosis device that can provide real-time communcations with the use of wired system and bluetooth module as a wireless system to send and recevice automobile fault diagnosis signal and sensor output signal, and to suggest an improvement for engine efficiency by minimizing the generation of harmful exhaust gas.

Service-centric Object Fragmentation Model for Efficient Retrieval and Management of Huge XML Documents (대용량 XML 문서의 효율적인 검색과 관리를 위한 SCOF 모델)

  • Jeong, Chang-Hoo;Choi, Yun-Soo;Jin, Du-Seok;Kim, Jin-Suk;Yoon, Hwa-Mook
    • Journal of Internet Computing and Services
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    • v.9 no.1
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    • pp.103-113
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    • 2008
  • Vast amount of XML documents raise interests in how they will be used and how far their usage can be expanded, This paper has two central goals: 1) easy and fast retrieval of XML documents or relevant elements; and 2) efficient and stable management of large-size XML documents, The keys to develop such a practical system are how to segment a large XML document to smaller fragments and how to store them. In order to achieve these goals, we designed SCOF(Service-centric Object Fragmentation) model, which is a semi-decomposition method based on conversion rules provided by XML database managers. Keyword-based search using SCOF model then retrieves the specific elements or attributes of XML documents, just as typical XML query language does. Even though this approach needs the wisdom of managers in XML document collection, SCOF model makes it efficient both retrieval and management of massive XML documents.

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Academic Conference Categorization According to Subjects Using Topical Information Extraction from Conference Websites (학회 웹사이트의 토픽 정보추출을 이용한 주제에 따른 학회 자동분류 기법)

  • Lee, Sue Kyoung;Kim, Kwanho
    • The Journal of Society for e-Business Studies
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    • v.22 no.2
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    • pp.61-77
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    • 2017
  • Recently, the number of academic conference information on the Internet has rapidly increased, the automatic classification of academic conference information according to research subjects enables researchers to find the related academic conference efficiently. Information provided by most conference listing services is limited to title, date, location, and website URL. However, among these features, the only feature containing topical words is title, which causes information insufficiency problem. Therefore, we propose methods that aim to resolve information insufficiency problem by utilizing web contents. Specifically, the proposed methods the extract main contents from a HTML document collected by using a website URL. Based on the similarity between the title of a conference and its main contents, the topical keywords are selected to enforce the important keywords among the main contents. The experiment results conducted by using a real-world dataset showed that the use of additional information extracted from the conference websites is successful in improving the conference classification performances. We plan to further improve the accuracy of conference classification by considering the structure of websites.

A Collision Compensation Method for CSMA/CR Protocol in Wireless LAN (포화상태인 무선랜 네트워크에서 Carrier Sensing Multiple Access with Collision Resolution (CSMA/CR) 프로토콜의 실용화를 위한 충돌 보상 방법)

  • Kim, Ji-in;Park, Byung-hyun;Kwon, YongHo;Rhee, Byung Ho
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2013.10a
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    • pp.1033-1036
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    • 2013
  • A study about collision resolution is needed because huge file, video and multimedia information are transmitted to wireless LAN. CSMA/CR protocol guarantees fairness, but doesn't consider QoS. To practicalize CSMA/CR protocol in saturation fully-connected single hop network environments, this paper proposes method of collision compensation. previous CSMA/CR protocol chooses CR Slot only considering fairness, but this paper chooses front CR Slot for compensation of collision to station experiencing collisions. The station transmits jam signal and has channel priority of transmission. So transmitting efficiency and successful transmission probability rise. This proposed simple method can offer benefit to station experiencing collisions without additional hardware cost.

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Implementation of Middleware Security System for Home Networking (홈 네트워킹을 위한 미들웨어 보안시스템 구현)

  • Seol, Jeong-Hwan;Lee, Ki-Young
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.12 no.5
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    • pp.863-869
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    • 2008
  • In this paper, a system with sensor network security mechanism which can be applied to home network structure is designed and it is implemented on a virtual network of a home network middleware. The basic structure of home networking middleware supports one-to-one (unicast) or broadcast communication mode between the lookup server and service nodes on the network. Confidentiality and authentication are key security factors of the one-to-one communication and user authentication is crucial for broadcasting mode. One of the sensor network's security techniques SPINS consists of SNEP and ${\mu}TESLA$. The SNEP ensures confidentiality and authentication, and ${\mu}TESLA$ provides broadcast authentication. We propose a SPIN based home network middleware and it is implemented by using the CBC-MAC for MAC generation, the counter mode (CTR) for message freshness, the pseudo random function (PRF) and RC5 as encryption algorithm. The implementation result shows that an attacker cannot decrypt the message though he gets the secure key because of CTR mode. In addition, we confirmed that a received message of the server is authenticated using MAC.

A Design of Mobile Web Server Framework for SOAP Transaction and Performance Enhancement in Web2.0 (웹2.0에서 SOAP 처리와 성능 향상을 위한 모바일 웹 서버 프레임워크의 설계)

  • Kim, Yong-Tae;Jeong, Yoon-Su;Park, Gil-Cheol
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.12 no.10
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    • pp.1866-1874
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    • 2008
  • Existing web server lowers the whole capacity of system because of the problem on the processing load of server by closing connection increasing code handshake operation, and remarkable decrease of server capacity if it is the state of overload. Also, there occurs disadvantages of increasing connection tine about client's request and response time because handling of client's multi-requests is not smooth because of thread block and it requests a lot of time and resources for revitalization of thread. Therefore, this paper proposes the extended web server which provides the technique for delay handling and improves the overload of server for better system capacity, communication support, and the unification which is the advantage of web service. And it evaluates the existing system(implemented at Tomcat 5.5) and the proposed mobile web server architecture. The extended server architecture provides excellent exchange condition for system capacity and evaluates improved web server architecture which combines multi-thread with thread pool. The proposed web service architecture in this paper got the better result of improved capacity benefit than the evaluation result of original Tomcat 5.5.

The Effects of Job Stress on Job Satisfaction of Workers in the Elderly Welfare Center after COVID-19 in the internet of things environment: Mediating Effects of Burnout (사물인터넷 환경에서 코로나 19 이후 노인복지관 종사자의 직무스트레스가 직무만족에 미치는 영향: 소진의 매개효과)

  • Lee, Jin-Yoel;Youn, Ki-Hyok
    • Journal of Internet of Things and Convergence
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    • v.7 no.1
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    • pp.63-69
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    • 2021
  • This study was to empirically analyze the mediating effect of burnout in the effect of job stress on job satisfaction of workers in the elderly welfare center after COVID-19. Through this, the purpose of this study was to improve the quality of social welfare services and to provide basic data that can increase job satisfaction of Elderly Welfare Center workers. The results of this study are as follows. First, job stress had a negative effect on job satisfaction. Second, burnout had a partial mediating effect on the effect of job stress on job satisfaction. Based on the results of this study, the following suggestions were made. First, the workload should be controlled to reduce the job stress of the workers in the elderly welfare center. Second, psychological and emotional support programs should be provided to reduce the burnout of the elderly welfare center workers.