• Title/Summary/Keyword: 낙상 감지

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Healthcare Smart Band for the Elderly and Weak People (노약자를 위한 헬스케어 스마트밴드)

  • Choi, Duk-Kyu;Woo, Sang-Min;Kim, Han-Ho;An, Su-ho;Son, Seung-Soo;Jun, Eun-Hak
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2022.07a
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    • pp.441-442
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    • 2022
  • 현재 고령화 시대에 접어들며 대한민국 고령화 노인 비율이 2022년 기준 17%에 도달했다. 그만큼 대한민국의 고령화 시대가 급격하게 진행되고 있다. 노약자 수가 증가함에 따라 안전사고 발생 빈도가 증가했다. 본 논문은 노약자들이 심박, 체온 센서의 측정값을 그래프로 표현한 후 검사결과를 토대로 의사와 원격진료가 가능하여 병원을 방문하지 않고 의사와 상담 및 진료가 가능하다. 또한, 낙상 상황 발생 시에는 낙상 상황 발생 후 일정 시간 동안 움직임이 감지되지 않으면 보호자에게 위치 및 안전문자가 전송되어 안전사고 문제를 예방할 수 있다.

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Study on Remote Smart Control System for Human Detection on Bed (침상의 인체감지를 위한 원격 스마트 제어 시스템에 관한 연구)

  • Park, Seung-Hwan;Sim, Woo-Jung;Jung, Jin-Taek;Kim, Young-Ser
    • Journal of the Korea Convergence Society
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    • v.8 no.12
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    • pp.63-69
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    • 2017
  • This study is about the development of a smart bed control system to be able to detect the human position and body signal on bed. The main control board in the bed control system consists of the human sensing part, motor driving part and MCU. Here, to increase the credibility to check the human presence on bed, the human sensing part is combined with the human position part by membrane sensor and the body-signal detecting part of EMFI sensor. Also, remotely connecting the two detected signal to the application program of the app mode makes it possible to monitor human information on bed. In this paper, the remote function monitoring of the on-bed human information by bluetooth communication will be abe to make it applicable to the technical prevention method of the bed fall and absence accident in hospital and care facilities.

Implementation of Movement Detection System for Patient on Bed (병상환자의 움직임 감지 시스템 구현)

  • Baec, Sung-Ho;Jeon, Min-Sik;Ko, Bong-Jin
    • Journal of Advanced Navigation Technology
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    • v.19 no.5
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    • pp.458-463
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    • 2015
  • This paper suggests detection system for the movement of patient on bed based on IEEE802.15.4 by using pressure pad and guard sensor. The system is designed to detect ordinary activities of patients on bed as well as patients' falling from the bed while sleeping at night. The node that is installed at bed sends data to gather when the pressure pad and sensor of guard detect patients' activities and falling. These data sent to gather are transmitted to monitor at help desk by TCP/IP communication. To remove unnecessary data that occurred due to switch chattering during tossing and turning, timer of MCU is used. Also, Communication module can change transmission power to apply this system to various environments of hospital room. Therefore, the nurse can take care of patients on bed in real time with data about patients' conditions.

Development of Baby Care Mobile Application Using Smart Sensor (스마트 센서를 이용한 Baby Care 모바일 어플리케이션 개발)

  • Chung, Jae-Pil
    • Journal of Advanced Navigation Technology
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    • v.19 no.6
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    • pp.643-647
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    • 2015
  • Nowadays, ubiquitous technology which combines sensors and network technology is emerging and it is called ubiquitous sensor network (USN). In this paper, mobile application for baby care using smart sensor is proposed. The proposed mobile application consists of mobile networks to transfer the information. It detects various information such as falling detecting, crying and fever detecting of infants. It keeps infants from external threats. The developed mobile application will be examined by simulation.

Living Lab and Confusion Matrix for Performance Improvement and Evaluation of Artificial Intelligence System in Life Environment (생활 환경에서의 인공지능 시스템 성능 개선 및 평가를 위한 리빙랩 및 혼동 매트릭스)

  • Ha, Ji-Won;Seo, Ji-Seok;Lee, Seongsoo
    • Journal of IKEEE
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    • v.24 no.4
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    • pp.1180-1183
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    • 2020
  • Recently, the daily life safety detection functionalities such as fall accident detection and burn danger detection are widely disseminated along with the development of IoT and smart home. These safety detection functionalities are mostly performed by artificial intelligence. However, simple accuracy measurement of the safety detection in laboratory environment is often far from practical performance in daily life environment. To mitigate this problem, this paper introduces two techniques, i.e. living lab and confusion matrix. Living lab is more than simple simulation of daily life environment, and it enables users to directly participate technology development and product design. Various performance measures induced from confusion matrix significantly help to evaluate the performance of artificial intelligence system for proper application purposes.

Development of a Collapse-sensing Phone and Collapse Recognition Algorithm (낙상 감지 폰의 개발과 낙상판단 알고리즘)

  • Jang, Duk-Sung
    • IEMEK Journal of Embedded Systems and Applications
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    • v.10 no.1
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    • pp.41-48
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    • 2015
  • To deal with the emergency of the solitary aged people, we have developed a collapse-sensing phone, in which a collapse sensor, a GPS receiving chipset and a CDMA sending chipset are included. The general cellular phone is somewhat expensive communication device using sound and characters, but the collapse-sensing phone is a cheaper and popular version. If the collapse sensor recognizes a certain of collapse of the aged people, CDMA sending chipset will send the location of the phone which is received from satellite by GPS receiving chipset. In this paper, a collapse recognition algorithm which is developed by using much experimental data, will be introduced to explain how to recognize the real collapse from fast sitting or immediate standing after collapse. Once a true collapse is ecognized, the phone-ID and the coordinate will be sent to the server of administrative office via CDMA network. And the position of emergency will be displayed on the GIS with the rescue center.

Development of an Automatic Emergency Calling System using RF Wireless Communication (RF 무선통신을 이용한 자동 응급호출 시스템의 개발)

  • Jang, Duk-Sung;Han, Song-Hee;Sun, Joo-Hyung;Kim, Sang-Hyun;Choi, Seung-Chan
    • Proceedings of the Korea Information Processing Society Conference
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    • 2010.11a
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    • pp.1406-1409
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    • 2010
  • 본 연구에서는 호출기를 착용한 환자가 낙상/전도 사고를 당했을 때, 자동으로 구조요청 하는 시스템을 개발하고자 한다. 자동 호출기에는 사고의 감지, 사고발생 위치의 추적, 관제센터로의 통신 등의 기능이 필요하다. 이를 위해 3축 가속도센서를 탑재하고, 낙상판단 알고리즘을 구현하여, MCU에 포팅하고, RF 송수신기와 알람을 집적하였다. 자동 호출기와 관제소와의 통신방법으로는 400MHz 대역의 RF 송수신기를 채택하였다.

Implementation of the Baby Care System Using Smart Sensor (스마트 센서를 이용한 Baby Care 시스템 구현)

  • Chung, Jae-Pil;Lee, Tae-Bong
    • Journal of Advanced Navigation Technology
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    • v.18 no.6
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    • pp.648-652
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    • 2014
  • The core of existing IT industry has been multimedia contents based on internet network. But nowadays, ubiquitous technology which combines sensors and network technology is emerging and is called USN (ubiquitous sensor network). Health care industry is one of suitable areas for USN application. In this paper, sensor network for baby care is proposed. The proposed baby care system consists of bluetooth network to transfer information which comes from various sensors like falling detecting, crying and fever detecting sensor to keep infant's status safe from external-potential threats. The effectiveness of the implemented system is showed through demonstration.

Design and Implementation of Prototype Model for Infant Care system using Smart Phone (스마트폰을 이용한 Infant Care 시스템의 프로트 타입모델 설계 및 구현)

  • Choi, Sung-Jai
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.22 no.4
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    • pp.103-109
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    • 2022
  • This significance of the infant care system has emerged due to sudden infant death during sleeping. This paper presented a design and implementation of a prototype model, which is a infant care device controlled by a smartphone using Bluetooth technology. Prototype Device Model consists of MCU(microcontroller unit), Accelerometer Sensor, Temperature Measuring Sensor, Sound Measuring Sensor, Bluetooth Module, and Camera Module. The proposed application transfers the information to the parent's smartphone and computers, such as infant's falling, crying, and fever detection. A test verified the availability of a prototype infant care system model using Bluetooth Low Energy with operating the low power driving.

Implementation of Acceleration Sensor-based Human activity and Fall Classification Algorithm (가속도 센서기반의 인체활동 및 낙상 분류를 위한 알고리즘 구현)

  • Hyun Park;Jun-Mo Park;Yeon-Chul, Ha
    • Journal of the Institute of Convergence Signal Processing
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    • v.23 no.2
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    • pp.76-83
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    • 2022
  • With the recent development of IT technology, research and interest in various biosignal measuring devices is increasing. As an aging society is in full swing, research on the elderly population using IT-related technologies is continuously developing. This study is about the development of life pattern detection and fall detection algorithm, which is one of the medical service areas for the elderly, who are rapidly developing as they enter a super-aged society. This study consisted of a system using a 3-axis accelerometer and an electrocardiogram sensor, collected data, and then analyzed the data. It was confirmed that behavioral patterns could be classified from the actual research results. In order to evaluate the usefulness of the human activity monitoring system implemented in this study, experiments were performed under various conditions, such as changes in posture and walking speed, and signal magnitude range and signal vector magnitude parameters reflecting the acceleration of gravity of the human body and the degree of human activity. was extracted. And the possibility of discrimination according to the condition of the subject was examined by these parameter values.