• Title/Summary/Keyword: 데이터 모니터링

Search Result 2,673, Processing Time 0.024 seconds

Monitoring System for the Elderly Living Alone Using the RaspberryPi Sensor (라즈베리파이 센서를 활용한 독거노인 모니터링 시스템)

  • Lee, Sung-Hoon;Lee, June-Yeop;Kim, Jung-Sook
    • Journal of Digital Contents Society
    • /
    • v.18 no.8
    • /
    • pp.1661-1669
    • /
    • 2017
  • In 2017, Korea has reached 1.3 million elderly people living alone. The government is promoting the basic care service for the elderly by using care workers to check the security of the elderly living alone. However, due to lack of service personnel and service usage rate of elderly care workers, it is difficult to manage. To improve these environmental constraints, this study attempted to construct a monitoring system for elderly people living alone by using sensors such as temperature, humidity, motion detection, and gas leak detection. The sensor periodically collects the current status data of the elderly and sends them to the server, creates a real time graph based on the data, and monitors it through the web. In the monitoring process, when the sensor is out of the range of the specified value, it sends a warning text message to the guardian to inform the current situation, and is designed and implemented so as to support the safety life of the elderly living alone.

Real-Time Monitoring of ECG Signal under Ubiquitous Environment (유비쿼터스 환경 하의 실시간 심전도 신호 모니터링)

  • Kim, Jungjoon;Kim, Jin-Sub;Ryu, Chunha;Kim, Jeong-Hong;Park, Kil-Houm
    • The Journal of Korean Institute of Communications and Information Sciences
    • /
    • v.38B no.9
    • /
    • pp.728-735
    • /
    • 2013
  • In this paper, we present a method of transmitting ECG signals in real-time mobile environment to be possible to implement the ubiquitous healthcare system. Because of the excessive amount of data transmission of ECG signals, it is necessary to propose a limitation to the real-time transmission. We propose a real-time electrocardiographic monitoring system based on the proposal of unusual waveform detection algorithm which detects the R-wave distortions from the arrhythmia ECG signals having unusual waveform of about 10% on average. It is very effective in terms of time and cost for medical staffs to monitor and analyze ECG signals for a long period of time. Monitoring unusual waveform by gradually adjusting the threshold values of potential and kurtosis makes the amount of data transmitted decrease and significance level of waveform to be enhanced. The unusual waveform detection algorithm is implemented with ubiquitous environment inter-working device client. It is applicable to ubiquitous healthcare system capable of real-time monitoring the ECG signal. While ensuring the mobility, it allows for real-time continuous monitoring of ECG signals.

Implementation of Smart Devices and Applications for Monitoring the Load Power of Industrial Manufacturing Machine (산업용 생산 장비의 부하 전력 모니터링을 위한 스마트 디바이스와 애플리케이션의 구현)

  • Wahyutama, Aria Bisma;Yoo, Bongsoo;Hwang, Mintae
    • Journal of the Korea Institute of Information and Communication Engineering
    • /
    • v.26 no.3
    • /
    • pp.469-478
    • /
    • 2022
  • This paper contains the results of developing smart devices and applications to monitor the load power of the industrial manufacturing machine and evaluate its performance. The smart devices in this paper are divided into two functionalities, which are collecting load power along with operating environment data of industrial manufacturing machines and transmitting the data to servers. Load power data collected from the smart devices are uploaded to MariaDB inside the Amazon Web Service (AWS) server. Using the RESTFul API, the uploaded power data can be retrieved and shown on the web and mobile application in the form of a graph to provide monitoring capability. To evaluate the performance of the developed system, the response time from MariaDB to web and mobile applications was measured. The results is ranging from 0.0256 to 0.0545 seconds in a 4G (LTE) network environment and from 0.6126 to 1.2978 seconds in a 3G network environment, which is considered a satisfactory result.

System Design for a Urban Energy Monitoring and Visualization Environment Using Ubiquitous Sensor Network and Social Sensor Networking (Ubiquitous Sensor Network 및 Social Sensor Networking을 이용한 도시 에너지 모니터링 가시화 시스템 설계)

  • Choe, Yoon;Jang, Myeong-Ho;Kim, Sung-Ah
    • Journal of the HCI Society of Korea
    • /
    • v.5 no.2
    • /
    • pp.7-14
    • /
    • 2010
  • Urban Data collected through Sensor Network is becoming crucial to understand and analyse a city. Thus, the Ubiquitous Sensor Network builds the foundation of the u-City development. This research aims to develop an energy monitoring application with an intuitive visualization environment which integrates energy usage information on top of urban geospatial information. Such a system will be able to facilitate effective energy supply plan at the early stages of urban planning, and eventually to encourage citizens to conserve energy by giving them real time monitoring information in an easy to understand visual environment. The system provides multiple layers of energy-related information coupled with the geospatial information layer in order to accommodate multiple viewpoints. On the other hand, the system provides logical Level of Detail control based on urban spatial information hierarchy. We defined the system concept and functions, and designed the data structure and the methods of information visualization. This paper presents the visualization methods, data structure, interactions scenarios which combines spacial information, E-GIS data and the energy related sensor data. Furthermore this research tries to introduce the concept of Social Sensor Networking to enhance the monitoring quality.

  • PDF

Topic change monitoring study based on Blue House national petition using a control chart (관리도를 활용한 국민청원 토픽 모니터링 연구)

  • Lee, Heeyeon;Choi, Jieun;Lee, Sungim;Son, Won
    • The Korean Journal of Applied Statistics
    • /
    • v.34 no.5
    • /
    • pp.795-806
    • /
    • 2021
  • Recently, as text data through online channels have become vast, there is a growing interest in research that summarizes and analyzes them. One of the fundamental analyses of text data is to extract potential topics. Although the researcher may read all the data and summarize the contents one by one, it is not easy to deal with large amounts of data. Blei and Lafferty (2007) and Blei et al. (2003) proposed topic modeling methods for extracting topics using a statistical model. Since the text data is generally collected over time, it is worthwhile to monitor the topic's changes. In this study, we propose a topic index based on the results of the topic model. In addition, a control chart, a representative tool for statistical process management, is applied to monitor the topic index over time. As a practical example, we use text data collected from Blue House National Petition boards between March 5, 2018, and March 5, 2020.

Design and Implementation of Red Tide Monitoring System using Wireless Sensor Network (무선 센서 네트워크를 이용한 적조 모니터링 시스템의 설계 및 구현)

  • Heo, Min;Yim, Jae-Hong;Kim, Byoung-Chan
    • Journal of Navigation and Port Research
    • /
    • v.31 no.3 s.119
    • /
    • pp.263-269
    • /
    • 2007
  • The outbreaks of red tide were sporadic in the South Sea until 1994, but have become frequent and widespread in whole coastal waters of the South Sea and East Sea since 1995 For monitoring of red tide, many kinds of techniques such as remote sensing, GIS and fuzzy model system have been developed and applied. The purpose of this paper is to develop red tide monitoring system for collection of red tide data and biological-oceanography parameters using wireless sensor network. The wireless sensor network has been noticed as a core technology in order to realize ubiquitous computing. In this paper, we design red tide database using wireless sensor network and suggest red tide monitoring software and web-service for user and biological-oceanographer.

Implementation of Crops Monitoring System Using Wireless Sensor Networks (무선 센서 네트워크를 이용한 농작물 모니터링 시스템 구현)

  • Lee, Young-Chul;Jo, Seung-Eon;Oh, Chang-Heon
    • Journal of Advanced Navigation Technology
    • /
    • v.12 no.4
    • /
    • pp.324-331
    • /
    • 2008
  • In this paper, we developed the crops monitoring system using wireless sensor networks. It can acquire the information about the cultivation environments from a temperature, humidity, illumination and soil sensor then use the detailed information for very useful. The acquisition about the cultivation environment information with wireless sensor networks can be made up an environment that an administrator is able to confirm the information and wherever in a remote place instead of conventional way visiting the cultivate place by investing a lot of money and time. Therefore, it could be saving money, time and effort, and reduced the damages from the natural disasters such as a cold-weather damage and drought. In addition, we could be possible preventing from the damages of blight and harmful insects according to the temperature by an analysis. In agriculture field, this system could be supported for making a foundation of the advanced technology developing endless, and, in IT field, it is look forward to preparing the opportunity which creates a new requirement on the new technology.

  • PDF

Indoor IoT Monitoring System based on Visible Light Communication using Smart Phone (스마트폰을 이용한 가시광통신 기반 실내 IoT 모니터링 시스템)

  • Oh, Hoon;Lee, Yeon Jae;Park, Su Bin;An, Hyeon Sik;An, Beongku
    • Journal of the Institute of Electronics and Information Engineers
    • /
    • v.54 no.4
    • /
    • pp.35-43
    • /
    • 2017
  • In this paper, we propose indoor IoT monitoring system based on visible light communication using smart phone with attracting attentions in recent wireless communication. The main features and contributions of the proposed system developed in this paper are as follows. First, the actual data generated within indoor can be processed via the server by using only the visible light communication. Second, the collected data by using the visible light communication can be monitered by smart phone. Performance evaluation of the proposed system is performed under illumination of the normal fluorescent lamps. We first check successful transmission between transmitting module and receiving module of the data collection system. The monitoring system is tested according to the change of the degree of condensing and distance of the LED and the decoding success rate of the proposed smart phone application. We expect that the proposed system can be applied for indoor and outdoor IoT areas together.

Design of The Patient Monitoring System based on Wearable Device for Multi-biosignal Measurement (다중 생체신호 측정 웨어러블 디바이스 기반 환자 모니터링 시스템 설계)

  • Lee, Minhye;Chung, Gisoo;Jeong, Dongmyong
    • Journal of the Institute of Electronics and Information Engineers
    • /
    • v.54 no.7
    • /
    • pp.103-109
    • /
    • 2017
  • In order to apply the patient monitoring system to the hospital field, it is necessary to be able to measure and analysis data the major bio-signals that are basically covered by the existing patient monitoring system. We have implemented a wearable device and the patient monitoring system for measuring ECG and oxygen saturation. The implemented system transmits the measured bio-signal to the server on the nursing station via Bluetooth. It is represented by graph waveforms and numerical values that can be checked by the medical staff in the patient monitoring system. The validity of this system is verified by comparing the data collected through the designed system with the data obtained from the conventional equipment.

A Wireless Sensor Network Technique and its Application in Regional Landslide Monitoring (광역적 산사태 모니터링을 위한 무선센서네트워크 기술의 적용)

  • Jeong, Sang-Seom;Hong, Moon-Hyun;Kim, Jung-Hwan
    • Journal of the Korean Geotechnical Society
    • /
    • v.34 no.9
    • /
    • pp.19-32
    • /
    • 2018
  • In this study, the applicability and practicality of landslides monitoring by using wireless sensor network (WSN) was analysed. WSN system consists of a sensor node for collecting and transmitting data using IEEE 802.14e standard, a gateway for collecting data and transmitting the data to the monitoring server. In the topology of the sensor network, a highly flexible and reliable mesh type was adopted, and three testbeds were chosen in each location of Seoul metropolitan area. Soil moisture sensors, tensiometers, inclinometers, and a rain gauge were installed at each testbed and sensor node to monitor the landslide. For the estimation of the optimal network topology between sensor nodes, the susceptibility assessment of landslides, forest density and viewshed analysis of terrain were conducted. As a result, the network connection works quite well and measured value of the volumetric water content and matric suction simulates well the general trend of the soil water characteristic curve by the laboratory test. As such, it is noted that WSN system, which is the reliable technique, can be applied to the landslide monitoring.