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무선센서네트워크 기반의 u-헬스케어 모니터링 및 계측시스템 (Ubiquitous Healthcare Monitoring and Measuring System based on Wireless Sensor Network)

  • 이영동;이대석;;;정완영
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 2006년도 하계종합학술대회
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    • pp.821-822
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    • 2006
  • Ubiquitous healthcare monitoring and measuring system based on wireless sensor network was implemented and tested. The system can measure the ECG and body temperature of patients or elderly persons and transfer the data wirelessly in ad-hoc network to remote base-station connected to doctor's PDA/PC or hospital server, using wireless sensor motes. The data obtained can be analyzed by doctors and care providers to monitor a health status of patient in real time environment. To prove the capabilities of the wireless sensor network platform for ubiquitous healthcare applications, the performance of our monitoring and measuring system was tested with positive results.

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스마트팩토리 실현을 위한 뉴럴네트워크 기반 이중 아암을 갖는 제조용 로봇의 지능제어에 관한 연구 (A Study on an Intelligent Control of Manufacturing with Dual Arm Robot Based on Neural Network for Smart Factory Implementation)

  • 정금준;김동호;김희진;장기원;한성현
    • 한국산업융합학회 논문집
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    • 제24권3호
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    • pp.351-361
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    • 2021
  • This study proposes an intelligent control of manufacturing robot with dual arm based on neural network for smart factory implementation. In the control method of robot system, the perspectron structure of single layer based on neural network is useful for simple computation. However, the limitations of computation are emerging in areas that require complex computations. To overcome limitation of complex parameters computation a new intelligent control technology is proposed in this study. The performance is illustrated by simulation and experiments for manufacturing robot dual arm robot with eight axes.

Priority-based Genetic Algorithm for Bicriteria Network Optimization Problem

  • Gen, Mitsuo;Lin, Lin;Cheng, Runwei
    • 한국지능시스템학회:학술대회논문집
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    • 한국퍼지및지능시스템학회 2003년도 ISIS 2003
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    • pp.175-178
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    • 2003
  • In recent years, several researchers have presented the extensive research reports on network optimization problems. In our real life applications, many important network problems are typically formulated as a Maximum flow model (MXF) or a Minimum Cost flow model (MCF). In this paper, we propose a Genetic Algorithm (GA) approach used a priority-based chromosome for solving the bicriteria network optimization problem including MXF and MCF models(MXF/MCF).

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An Extended Version of the CPT-based Estimation for Missing Values in Nominal Attributes

  • Ko, Song;Kim, Dae-Won
    • International Journal of Fuzzy Logic and Intelligent Systems
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    • 제10권4호
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    • pp.253-258
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    • 2010
  • The causal network represents the knowledge related to the dependency relationship between all attributes. If the causal network is available, the dependency relationship can be employed to estimate the missing values for improving the estimation performance. However, the previous method had a limitation in that it did not consider the bidirectional characteristic of the causal network. The proposed method considers the bidirectional characteristic by applying prior and posterior conditions, so that it outperforms the previous method.

복잡계 네트워크 기반 무선 네트워크를 위한 브로드캐스트 스케줄링 기법 (Broadcast Scheduling for Wireless Networks Based on Theory of Complex Networks)

  • 박종홍;서순호;정종문
    • 인터넷정보학회논문지
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    • 제17권5호
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    • pp.1-8
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    • 2016
  • 본 논문에서는 복잡계 네트워크 이론에 기반한 무선 네트워크 토폴로지를 구성하고, 실제 환경의 토폴로지 구성을 반영한 척도없는 네트워크의 노드 링크 분포 확률을 분석하여 실제 무선 네트워크를 위한 브로드캐스트 전송 스케줄링 알고리즘 기법을 제안한다. 본 논문에서는 기존의 브로드캐스트 스케줄링 알고리즘 기법들이 반영하지 못한 복잡계 네트워크의 특성을 분석하고 그 특성에 맞는 알고리즘 기법과 분석 기법에 대하여 제안한다. 실험 결과를 통해 제안하는 방식의 알고리즘법이 네트워크의 지연시간 감소와 전송효율에 있어서의 우수함을 밝히고, 복잡계 네트워크 기반 무선 네트워크의 전송효율과 전체지연시간에 대한 최적화 방식의 기법을 제안한다.

Location-Awareness Management in IP-based IMT Network Platform ($IP^2$)

  • NamGung, Jung-Il;Shin, Soo-Young;Jung, Byeong-Hwa;Park, Hyun-Moon;Yun, Nam-Yeol;Park, Soo-Hyun
    • 한국멀티미디어학회논문지
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    • 제13권6호
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    • pp.901-910
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    • 2010
  • $IP^2$, as an extended concept of the next generation IMT network, is a concept of basically supporting mobility using two steps of IP address (i.e. IPha (IP Host address) and IPra (IP routing address)) in IP backbone network. Current $IP^2$system has a shortcoming of excess usage of network resources caused by sending paging messages to all cells in LA (Location Area) in paging procedure. Considering the evolving direction of network, which is taking mobility with various speed and integration of devices into consideration, this shortcoming must be overcome. In this paper, we proposed a method to reduce time and memory for paging by maintaining current information of MN (Mobile Node) not in Active state with proxy server. Performance evaluation based on NS-2 simulations has shown that the efficiency of network resources is improved in the proposed method.

트래픽 측정에 기반한 네트워크 게임 트래픽 생성기 (Measurement based Traffic Generator for Network Game)

  • Eunsil Hong;Jaecheol Kim;Yanghee Choi
    • 한국정보과학회:학술대회논문집
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    • 한국정보과학회 2003년도 가을 학술발표논문집 Vol.30 No.2 (3)
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    • pp.49-51
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    • 2003
  • Developers of network games have used several prediction techniques for hiding transmission delay to support the real­time requirement of network games. Nowadays many researches that are related with network game are in progress to solve delay problems more radically, such as to propose new routers architecture and transport protocols suitable to characteristics of network game traffic. So for these advanced researches the tasks to grasp the traffic characteristics of a network game are needed. In this paper we aimed to capture the traffic of MMORPG and present the statistical analysis of measured data. The measurement and the analysis were accomplished with the server of 'Lineage' that regarded as the most successful MMORPG. Next, we have implemented a traffic generator that reflects the characteristics of MMORPG and shown that the trace generated by MMORPG traffic generator had identical characteristics with actual traffic using statistical testing method. We expect that this traffic generator can be used in many researches related with a network game.

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사물인터넷 환경에서 에너지 소모량을 줄이기 위한 네트워크 부호화 기반 정보 공유 방식 (Network Coding-Based Information Sharing Strategy for Reducing Energy Consumption in IoT Environments)

  • 김정현;박다빈;송홍엽
    • 한국통신학회논문지
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    • 제41권4호
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    • pp.433-440
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    • 2016
  • 본 논문에서는 사물인터넷 환경에서 통신 기기들이 정보를 직접 공유하고자 할 때 전체 네트워크의 에너지 소모량을 최소화하기 위한 방식을 제안한다. 제안하는 방식은 매 전송 시 동적으로 전송 노드 및 전송 데이터를 선택하는 효과적인 네트워크 부호화 기법을 사용하여 정보 공유에 필요한 총 전송 횟수를 감소시킨다. 실험을 통하여 기존의 고정된 순서로 전송 노드를 설정하는 네트워크 부호화 방식, 랜덤한 순서로 전송 노드를 설정하는 네트워크 부호화 방식, 그리고 랜덤한 순서로 전송 노드를 설정하는 비부호화 방식에 비해 총 전송 횟수 측면에서 보다 뛰어난 성능을 가짐을 확인하였다.

CPS: Operating System Architecture for Efficient Network Resource Management with Control-Theoretic Packet Scheduler

  • Jung, Hyung-Soo;Han, Hyuck;Yeom, Heon-Young;Kang, Soo-Yong
    • Journal of Communications and Networks
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    • 제12권3호
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    • pp.266-274
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    • 2010
  • The efficient network resource management is one of the important topics in a real-time system. In this paper, we present a practical network resource management framework, control-theoretic packet scheduler (CPS) system. Using our framework, an operating system can schedule both input and output streams accurately and efficiently. Our framework adopts very portable feedback control theory for efficiency and accuracy. The CPS system is able to operate independent of the internal network protocol state, and it is designed to schedule packet streams in fine-grained time intervals to meet the resource requirement. This approach simplifies the design of the CPS system, and leads us to obtain the intended output bandwidth. We implemented our prototype system in Linux, and measured the performance of the network resource management system under various network QoS constraints. The distinctive features of our principles are as follows: It is robust and accurate, and its operation is independent of internal network protocols.