• 한국인공지능학회지
• /
• 제8권1호
• /
• pp.1-6
• /
• 2020

The Recently there has been a growing interest in health care due to the COVID-19 situation. In this paper, we intend to develop a healthcare monitoring system to provide users with smart healthcare systems in line with the healthcare 3.0 era. The system consists of a wireless network between various sensors, Android smartphones, and OLEDs using Bluetooth, and through this, a health care monitoring system capable of collecting user's biometric information and managing health by receiving data values of sensors connected to Arduino. In conclusion, the user's BPM value was calculated using the heart rate sensor, and the exercise intensity can be adjusted through this. In addition, a step derivation algorithm is implemented using an acceleration sensor, and calorie consumption can be measured using the step and weight values. As such, the heart rate, step count, calorie consumption data can be transmitted to a smartphone application through a Bluetooth module and output, and can be output to an OLED for users who are not easy to access the smartphone. This healthcare monitoring system can be applied to various groups and technologies.

• 전자공학회논문지
• /
• 제52권8호
• /
• pp.18-26
• /
• 2015

올바른 운동량 조절을 위해선 운동중의 심박수 측정이 중요하다. 최근 스마트 디바이스가 활발하게 사용됨에 따라, 운동중의 실시간 심박수 측정에 대한 관심이 급격하게 증가하고 있다. 고강도 운동 중에는 동잡음으로 인하여 손목 밴드 유형의 광혈류 (PPG : photoplethysmography) 측정기 신호로부터 정확한 심박수를 추정하는 것이 매우 어렵다. 본 논문에서는 손목밴드 유형의 광혈류 측정기 신호로부터 정확한 심박수 추정을 위한 효율적인 알고리즘을 제안하였다. 12개의 데이터 세트에 대하여 제안하는 알고리즘을 적용한 결과, 1.38의 분당심박수(BPM) 평균 절대 오차를 기록하였고, 0.9922의 추정 심박수와 실제 심박수간의 Pearson 상관계수를 얻었다. 제안하는 알고리즘은 웨어러블 디바이스에 적합한 빠른 연산속도와 정확한 추정을 가능케 한다.

• 대한소아치과학회지
• /
• 제41권1호
• /
• pp.27-33
• /
• 2014

소아 환자가 치과 진료실에서 느끼는 불안감과 공포에 의해 발생하는 스트레스를 측정하기 위한 다양한 방법이 있다. 치료받은 환아나 보호자를 통한 설문을 이용하는 방법과 생체 반응을 측정하는 방법이 가장 많이 사용되고 있다. 스트레스와 관련한 심박수를 측정하는 방법으로 가장 많이 사용하는 것은 포화도 측정기가 있으나 움직이는 소아에게는 적절하지 못한 문제가 있다. 이러한 단점을 극복하기 위해 최근 개발되어 소개된 손목형 심박수 측정 장치(Alpha, MIO, USA)를 포화도 측정기(MP110, MECKIS, Republic of Korea)와 비교하였으며 이를 위해 10명의 성인을 대상으로 안정시와 운동 직후의 심박수를 두 기기를 동시에 장착하여 측정된 데이터를 Wilcoxon Singed Rank test를 시행하였다(p < 0.05). 두 기기에서 측정된 데이터 간의 유의한 차이가 없었다(p < 0.05).

• 대한전기학회:학술대회논문집
• /
• 대한전기학회 2006년도 심포지엄 논문집 정보 및 제어부문
• /
• pp.51-53
• /
• 2006

This paper proposes a portable ECG monitoring system, which integrates uptodate PDA and RF communication technology. The aim of the study is to acquire the subject's biomedical signal without any constraint. It has two types of transmission mode, which are total signal transmission mode and HR(heart rate)/SC(step count) transmission mode. In audition, wireless communication technology uses Zigbee Wireless PAN and can work in low-power mode, which is one of the advantages of ZiBbee communication technology. The developed system is composed of a transmitter and a receiver. The transmitter has three-axial acceleration sensor. ECG amplifier and Zigbee communication controller. In total signal transmission mode, it can send data 50 packets per second whose transmission speed corresponds to 300 ECG samples and 60 acceleration samples. In HR/SG transmission mode, it can calculate heart rate from EEG data with 216 samples per second and step count from acceleration data and send a packet every cardiac cycle. The receiver forwards the received data to PDA, where the data can be stored and displayed. Therefore, the developed device enables to continuous monitoring for Activities of Daily Living(ADL). Also, this method will reduce medical costs in the aged society.

• 대한의용생체공학회:의공학회지
• /
• 제12권3호
• /
• pp.209-214
• /
• 1991

Digital fetal monitoring system based on the personal computer combined with the digital signal processing (DSP) board was implemented. The DSP board acquires and digitally processes ultra- sound fetal Doppler signal for digital signal conditioning, rectification, low -pass filtering, autocorrealtion function calculation and its peak detection. The personal computer interfaced with the DSP board is in charge of graphic display, hardcopy, data transmission and on -line analysis of fetal heart rate change including on - line warning system, base -line estmation, acceleration, deceleration and variability. It is one of the most suitable situation to apply the DSP chip for siganl conditioning, digital filtering of ultrasound fetal Dopier signal and fetal heart rate estimation using autocorrelation technique .

• 대한의용생체공학회:의공학회지
• /
• 제35권5호
• /
• pp.111-118
• /
• 2014

As assessment of quantitative energy expenditure for effective exercise is becoming more important, many researches about the monitoring system for exercise status or result have been actively carried out. In this case, however, bicycle riders feel restrained and uncomfortable because the riders should wear a belt-type electrocardiograph or a watch-type accelerometer or GPS system during the assessment of bicycle exercise. In this study, therefore, an electrocardiograph based on textile electrode was developed for measuring ECG and calculating heart rate from the bicycle rider without feeling restraint, and smartphone application was also developed for monitoring the heart rate.

• 제어로봇시스템학회:학술대회논문집
• /
• 제어로봇시스템학회 2004년도 ICCAS
• /
• pp.181-184
• /
• 2004

There are reports showing that electromagnetic fields (EMFs) emitted at non-thermal levels may be associated with biological alterations in target cells. In this study it is objected to assess the potential influences of EMFs produced by cellular phones on fetal heart rate. Non Stress Test (NST) is a widely used method of fetal monitoring and assessing fetal health and well-being. Sixty volunteers with uncomplicated term pregnancies were studied by a Spacelabs AM-67 Doppler ultrasound monitor. Fetal Heart Rate recordings were obtained while there were no Cellular Phone around for 10 minutes. Afterwards, all patients were exposed to EMFs for 10 minutes. NST was performed while they were holding the CP on stand-by mode and then on dialing mode, each for 5 minutes. The recordings were analyzed with respect to baseline heart rate, accelerations and decelerations. The Wilcoxon matched-pairs signed-ranks test was used to compare these variables. The results indicate that EMFs emitted by CP do not cause any demonstrable effects on baseline FHR, acceleration or deceleration.

• 전기학회논문지
• /
• 제57권6호
• /
• pp.1109-1115
• /
• 2008

In the ubiquitous health monitoring environments, it is quite important not only to evaluate the physiological health condition but also mental stress condition. In order to achieve this goal, a heart activity monitoring system utilizing a wearable bipolar electrode is devised and the heart rate variability(HRV) is extracted and interpreted in both frequency and time feature domains. Consequently, to evaluate the emotional stress condition of the subjects, a stress-induced experimental protocol was applied to healthy subjects and the time and frequency features of heart activity were analyzed in terms of the ratio of low frequency components v.s., high frequency components and the relevant the moving average distributions compromising the successive RR peaks intervals in the ambulatory ECG measurement system.

• 대한간호학회지
• /
• 제13권3호
• /
• pp.119-126
• /
• 1983

Early extra-uterine development of the newborn infant has the potential for clarifying important questions of nature and care taking environment. In this study, tactile and auditory stimulation is used on .a group of infants to determine the effects of their response. Infants were tested by EKG at 24∼48 hrs after birth ana all they are free from complication. Stimuli presented were-touch and sound (40dB, 70dB and 40∼70dB). The result of the study were as follows: 1) The heart rate was seen to depend on their sleep-wake state. (light sleep ; 125/min, eyes: open & motor activity increase ； 151/min crying ; 185/min). 2) The heart rate affected by tactile & auditory stimulus. The heart rate response was acceleration above the prestimulus level. (tactile, 231min increase, auditory ; 16∼21/min increase), and heart rate change was seen to depend on prestimulus rate. (γ=.73) 3) There was a decrease in heart rate when they were soothe. (touch ; 24.8sec, 21/min decrease, pacifier ; 14.5sec, 26/min decrease) and significant difference in time between touch and pacifier (t= 1.76, p<0.05). This result support the evaluation of newborn infant's sensory abilitics, and has even begin to influence changes in nursing care. But systemic monitoring of newborn infants response would. further define.

• 대한소아치과학회지
• /
• 제42권2호
• /
• pp.119-125
• /
• 2015

치과 의사는 어린이들이 치과에서 받는 스트레스로 인해 행동 관리에서 어려움을 주로 겪게 된다. 스트레스에 대한 평가는 생체적 표지자인 심박수를 이용하는 방법이 유용하게 사용되고 있다. 본 연구는 치과에서 침윤 마취를 행한 후 이루어지는 수복 진료에서 아이들이 받는 스트레스 정도를 손목형 심박수 측정 장치를 사용하여 알아보기 위해서 계획되었다. 첫 치과 치료를 받은 어린이에서 심박수 변화는 국소 마취 단계에서 가장 높게 나타났으며, 심박수는 치아 삭제에서 가장 높았으나, 단계별 유의한 차이는 관찰되지 않았다(p > 0.05). 이 중 3회 내원하여 치료를 마무리한 어린이에서는, 두 번째 내원의 심박수가 첫 번째 내원과 세 번째 내원에 비해 유의하게 높았으며(p < 0.05), 첫 번째와 세 번째 내원의 심박수는 유의한 차이가 관찰되지 않았다(p > 0.05). 기존 치과 진료 경험이 없는 환아는 국소 마취를 포함한 치과 진료 시 두 번째 내원에서 스트레스를 많이 받는 것으로 생각되며, 치과의 진료 환경에 익숙해지려면 적어도 3회 이상의 내원이 필요할 것으로 생각된다.