• 제목/요약/키워드: Real-time Monitoring system

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실시간 혈압 모니터링 u-헬스케어 시스템의 설계 (Design of U-healthcare System for Real-time Blood Pressure Monitoring)

  • 조병호
    • 한국인터넷방송통신학회논문지
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    • 제18권4호
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    • pp.161-168
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    • 2018
  • 고혈압은 현대 주요 성인병이며 기존의 혈압계로는 실시간 혈압 측정 및 원격 모니터링이 어렵다. 그러나 실시간 혈압 모니터링 u-헬스케어 시스템은 효과적인 건강관리가 가능하도록 해준다. 실시간 혈압 모니터링을 위해 본 논문에서는 손목형 혈압계, 스마트폰 및 u-헬스케어 서버로 구성된 실시간 혈압 모니터링 u-헬스케어 시스템의 구조를 제시한다. 그리고 손목형 혈압계의 하드웨어 설계를 위한 주요 핵심 기능인 맥파검출 아날로그 회로 구성과 손목형 혈압계를 구성하는 디지털 하드웨어 구성을 제시한다. 또한 이들 하드웨어 시스템을 동작시키는 소프트웨어 개발을 위한 UML 분석방법과 소프트웨어 설계를 위한 플로우차트와 화면 설계를 보여준다. 따라서 본 논문에서 제시한 설계방법은 실시간 모니터링 u-헬스케어 시스템 구현에 매유 유용하게 활용될 수 있을 것으로 기대된다.

Evaluation on performances of a real-time microscopic and telescopic monitoring system for diagnoses of vibratory bodies

  • Jeon, Min Gyu;Doh, Deog Hee;Kim, Ue Kan;Kim, Kang Ki
    • Journal of Advanced Marine Engineering and Technology
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    • 제38권10호
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    • pp.1275-1280
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    • 2014
  • In this study, the performance of a real-time micro telescopic monitoring system is evaluated, in which an artificial neural network is adopted for the diagnoses of vibratory bodies, such as solid piping system or machinery. The structural vibration was measured by a non-contact remote sensing method, in which images of a high-speed high-definition camera were used. The structural vibration data that can be obtained by the PIV (particle image velocimetry) technique were used for training the neural network. The structures of the neural network are dynamically changed and their performances are evaluated for the constructed diagnosis system. Optimized structures of the neural network are proposed for real-time diagnosis for the piping system. It was experimentally verified that the performances of the neural network used for real-time monitoring are influenced by the types of the vibration data, such as minimum, maximum and average values of the vibration data. It concludes that the time-mean values are most appropriate for monitoring the piping system.

Feasibility Study on the Landfill Monitoring and Leakage Detection System

  • Park, Jun-Boum;Kwon, Ki-Bum;Oh, Myoung-Hak;Mishra, Anil Kumar
    • 한국지반공학회:학술대회논문집
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    • 한국지반공학회 2007년 가을학술발표회
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    • pp.558-569
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    • 2007
  • It is important to obtain real-time data from long-term monitoring of landfills and develop leachate leakage detection system for the integrated management of landfills. A novel real time monitoring system and early leakage detection system was suggested in this study. The suggested monitoring system is composed of two parts; (1) a set of moisture sensors which monitor the areas surrounding the landfill, and (2) a set of moisture and temperature sensors which monitor the landfill inside. For the assessment for landfills stabilization, real-time monitoring system was evaluated in dry and wet cell of pilot-site. In addition, the grid-net electrical conductivity measurement system was also suggested as early leakage detection system. In this study, the field applicability of suggested systems was evaluated through pilot-scale field tests. The results of pilot-scale field model tests indicate that the grid-net electrical conductivity measurement method can be applicable to the detection of landfill leachate at the initial stage of intrusion, and thus has a potential for monitoring leachate leakage at waste landfills.

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광섬유격자 센서를 활용한 사면거동 실시간 안전 진단 시스템 (Real-Time Monitoring and Warning System for Slope Movements Using FBG Sensor.)

  • 장기태;정경선;김성환;박권제;이원효;김경태;강창국;홍성진
    • 한국지반공학회:학술대회논문집
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    • 한국지반공학회 2000년도 사면안정 학술발표회
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    • pp.60-76
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    • 2000
  • Early detection in real-time response of slope movements ensures tremendous saving of lives and repair costs from catastrophic disaster Therefore, it is essential to constantly monitor the performance and integrity of slope-stabilizing structures such as Rock bolt, Nail and Pile during or after installation. We developed a novel monitoring system using Fiber Bragg Grating (FBG)sensor. It's advantages are highly sensitivity, small dimension and electro-magnetic immunity. capability of multiplexing, system integrity, remote sensing - these serve real-time health monitoring of the structures. Real-time strain measurement by the signal processing program is shown graphically and it gives a warning sound when the monitored strain state exceeds a given threshold level so that any sign of abnormal disturbance on the spot can be easily perceived.

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TMS용 실시간 영상 모니터링 시스템의 개발 (Development of Real-time TMS Video Monitoring System)

  • 곽두성;김온;조기량
    • 한국정보통신학회논문지
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    • 제13권6호
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    • pp.1072-1076
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    • 2009
  • 본 논문에서는 환경 사고에 대해 사전 예방 조치에 주안점을 둔 TMS(굴뚝배출가스 감시시스템)용 실시간 영상 모니터링 시스템을 제안하였다. 기존 시스템의 문제점을 보완하기 위하여, 제안한 시스템에서는 실시간 대기오염 물질의 분석 수치와 영상 신호를 동시에 모니터 상에 나타내며 이를 통하여 대기오염물질의 실시간 감시가 가능하도록 하였다. 또한, 본 논문에서 제안한 시스템에서는 대기오염물질의 실시간 추이를 산업체의 환경부서 담당자나 운전원이 아니라도 확인이 가능하다.

A Real-Time Spatial DSS for Security Camera Image Monitoring

  • Park, Young-Hwan;Lee, Ook
    • 한국경영과학회:학술대회논문집
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    • 한국경영과학회 1998년도 추계학술대회 논문집
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    • pp.413-414
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    • 1998
  • This paper presents a real-time Spatial Decision Support System(SDSS) for security camera image monitoring. Other SDSSs are not real-time systems, i.e., they show the images that are already transformed into data format such as virtual reality. In our system, the image is broadcasted in real-time since the purpose of the security camera needs to do it in real-time. With these real-time images, other systems do not add up anything more; the screen just shows the images from the camera. However in our system, we created a motion detection system so that the supervisor(Judge) of a sec.urity monitoring system does not have to pay attention to it constantly. In other words, we created a judge advising system for the supervisor of the security monitoring system. Most of small objects do not need the supervisor's attention since they could be birds, cats, dogs, etc. if they show up in the screen image. In this new system the system only report the unusual change to the supervisor by calculating the motion and size of objects in the screen. Thus the supervisor can be liberated from the 24-hour concentration duty; instead he/she can be only alerted when the real security threat such as a big moving object like an human intruder appears. Thus this system can be called a real-time Spatial DSS. The utility of this system is proved mathematically by using the concept of entropy. In other words, big objects like human intruders increase the entropy of the screen images significantly therefore the supervisor must be alerted. Thus by proving its utility of the system theoretically, we can claim that our new real-time SDSS is superior to others which do not use our technique.hnique.

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A Machine Learning-based Real-time Monitoring System for Classification of Elephant Flows on KOREN

  • Akbar, Waleed;Rivera, Javier J.D.;Ahmed, Khan T.;Muhammad, Afaq;Song, Wang-Cheol
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제16권8호
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    • pp.2801-2815
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    • 2022
  • With the advent and realization of Software Defined Network (SDN) architecture, many organizations are now shifting towards this paradigm. SDN brings more control, higher scalability, and serene elasticity. The SDN spontaneously changes the network configuration according to the dynamic network requirements inside the constrained environments. Therefore, a monitoring system that can monitor the physical and virtual entities is needed to operate this type of network technology with high efficiency and proficiency. In this manuscript, we propose a real-time monitoring system for data collection and visualization that includes the Prometheus, node exporter, and Grafana. A node exporter is configured on the physical devices to collect the physical and virtual entities resources utilization logs. A real-time Prometheus database is configured to collect and store the data from all the exporters. Furthermore, the Grafana is affixed with Prometheus to visualize the current network status and device provisioning. A monitoring system is deployed on the physical infrastructure of the KOREN topology. Data collected by the monitoring system is further pre-processed and restructured into a dataset. A monitoring system is further enhanced by including machine learning techniques applied on the formatted datasets to identify the elephant flows. Additionally, a Random Forest is trained on our generated labeled datasets, and the classification models' performance are verified using accuracy metrics.

재난 감시 디지털 트윈을 위한 UWB 실내 측위 및 실시간 원격제어 시스템 구현 (Implementation of UWB Indoor Positioning and Real-time Remote Control System for Disaster Monitoring based on Digital Twin)

  • 유다송;김원석
    • 한국멀티미디어학회논문지
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    • 제24권12호
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    • pp.1682-1692
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    • 2021
  • Digital Twin, one of the core technologies of the Fourth Industrial Revolution, is attracting attention as a very suitable technology for disaster monitoring such as fires and earthquakes. In this paper, we implement a system equipped with UWB RTLS(Ultra-Wideband Real Time Location System), real-time remote control, and video streaming, which are element technologies for disaster monitoring digital twin. Since the proposed system structure is based on a cloud server, the actual location of the UWB indoor positioning-based client is transmitted to the user device in real time and stored on the cloud server for statistical and data analysis. In addition, we demonstrate through experiments that outliers occurs when the value of RSSI(Received Signal Strength Indicator) decreases due to communication collisions between UWB Tags, and propose an RSSI outlier correction algorithm to solve this problem.

TCP/IP & RS-422 통신을 이용한 실시간 모니터링 시스템개발에 관한 연구 (Research of Real Time Monitoring System Development Using TCP/IP & RS-422 Communication)

  • 이주열;문경록;김재문
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 2002년도 하계종합학술대회 논문집(5)
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    • pp.165-168
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    • 2002
  • This paper has been studied about the real time monitoring system development using TCP/IP ethernet and RS-422 serial communication link in general communication methods that rocket fire control agents could be monitoring about real time Rocket fire event procedures and be managing total rocket fire courses. Also, this paper has been studied the HMI(Human Machine Interface) control program and algorithm that guarantee confidential control for the Fire Display System.

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실시간 유비쿼터스 지능공간 모니터링 시스템을 위한 에이전트와 스마트 객체 간의 부하 분산 기법 (Load Balancing Scheme between Agents and Smart Objects for Real-Time Monitoring System of Ubiquitous Smart Space)

  • 장홍규;이동욱;김재훈
    • 한국정보과학회논문지:컴퓨팅의 실제 및 레터
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    • 제16권4호
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    • pp.447-451
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    • 2010
  • 유비쿼터스 지능공간 모니터링 시스템은 유비쿼터스 지능공간 내에서의 다양한 스마트 객체의 기능, 성능 및 상태를 모니터링하고 분석함으로써 사용자 지수, 서비스의 통합 동작 상황, 서비스의 상태를 판단할 수 있는 정보를 실시간으로 제공해준다. 또한 최적화 및 자기 관리를 통하여 서비스 성능을 향상시킬 수 있는 기능을 제공한다. 이러한 실시간 모니터링 시스템의 적용범위를 확장하기 위해서는 유동적인 대량의 데이터 처리가 필요하다. 본 논문에서는 모니터링 시스템을 구성하는 스마트 객체의 데이터 발생에 따라 유발되는 에이전트들의 부하를 해결하기 위해 부하를 예측하여 미리 분산시키는 기법을 제안한다. 제안된 기법이 적용된 시스템은 실험을 통해 기존의 시스템에 비해 전체 데이터 마감시간 초과율이 매개변수가 1일 경우, 80%이상 감소됨을 보여준다.