• Title/Summary/Keyword: Deep Sleep

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Development and Operation of Remote Lone-Senior Monitoring System Based on Heterogeneous IoT Sensors and Deep Learning (이종 사물인터넷 센서와 딥러닝에 기반한 독거노인 원격 모니터링 시스템의 개발 및 운영 사례 연구)

  • Yoon, Young;Kim, Hyunmin;Lee, Siwoo;Pouri, Safa Siavash
    • Journal of the Korea Convergence Society
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    • v.13 no.1
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    • pp.387-398
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    • 2022
  • This paper presents a system that remotely monitors lone seniors at home and promptly alarms caregivers to recommend appropriate medical care services upon detecting abnormal behavior and critical conditions such as collapsing, excessive coughing, degradation of sleep quality, fever, and unusual indoor moving lines. Our system offers contactless monitoring techniques based on heterogeneous IoT sensors and deep learning to minimize the disruption to lone senior's daily life. In addition to the design and implementation of the sensor data collection and analysis system, we share our experience in installation, deployment, configuration, maintenance of the system through the case study conducted on the actual lone seniors living in Seoul Metropolitan. Based on our research, we recommend further development directions to prepare for the nationwide expansion of our system.

Accuracy Evaluation of Bi-medium Deep Body Thermometer Based on Finite Element Simulation (유한 요소 시뮬레이션을 이용한 이중 매질 심부 체온계의 정확도 평가)

  • Sim, S.Y.;Ryou, H.S.;Kim, H.B.;Jeong, J.H.;Lee, S.J.;Kim, S.M.;Park, Kwang Suk
    • Journal of Biomedical Engineering Research
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    • v.35 no.5
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    • pp.160-168
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    • 2014
  • Continuous body temperature monitoring is useful and essential in diverse medical procedures such as infection onset detection, therapeutic hypothermia, circadian rhythm monitoring, sleep disorder assessment, and gynecological research. However, the existing thermometers are too invasive or intrusive to be applied to long-term body temperature monitoring. In our previous study, we invented the bi-medium deep body thermometer which can noninvasively and continuously monitor deep tissue temperature. And the ratio of thermal resistances expressed as K-value should be obtained to estimate body temperature with the thermometer and it can be different under various measurement environments. Although the device was proven to be useful through preliminary simulation test and small group of human study, the experimental environment was restrictive in our previous approach. In this study, a finite element simulation was executed to obtain the K-value and evaluate the accuracy of bi-medium thermometer under various measurement environments. In addition, K-value estimation equation was developed by analyzing the influence of 5 measurement environmental factors (medium length, medium height, tissue depth, blood perfusion rate, and ambient temperature) on K-value. The results revealed that the estimation accuracy of bi-medium deep body thermometer based on computer simulation was very high (RMSE < $0.003^{\circ}C$) in various measurement environments. Also, bi-medium deep body thermometer based on K-value estimation equation showed relatively accurate results (RMSE < $0.3^{\circ}C$) except for one case. Although the K-value estimation technology should be improved for more accurate body temperature estimation, the results of finite element simulation showed that bi-medium deep body thermometer could accurately measure various tissue temperatures under diverse environments.

Analysis of the changes of space characteristics for the movie theater with the stream of times (시대적 흐름에 따른 극장의 공간특성 변화에 관한 연구)

  • Choi, Yun-Sil;Nam, Kyung-Sook
    • Proceedings of the Korean Institute of Interior Design Conference
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    • 2007.05a
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    • pp.101-104
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    • 2007
  • It happened many changes in our country on construction and culture with the economy and society, after the efflorescence. And it was provided the rapid growth in the theater space which is the center of culture with advance in economy and the society. The research which it analyzed these theaters of composition, form, function and size, and it shows that the theater space is developed with the influence of time. Also the research which it sees with start are to the plan and the plan of theater space and they provide they do with a fundamental data and to sleep. Advancement and change of theater space craving of the spectators it is sufficient and it gives, to make the opportunity the culture art will be able to develop. For the diversification of activation and a development of the theater space, it have to analysis details and go deep in to the study continuously.

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Affecting Factors on Self-Efficacy of Walking Exercise in Working Men (직장인의 걷기운동에 대한 자기효능감에 영향을 미치는 요인)

  • 김영임;정혜선;최숙자;이창현
    • Korean Journal of Health Education and Promotion
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    • v.20 no.3
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    • pp.255-267
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    • 2003
  • The purpose of this study is to analyze the affecting factors on self-efficacy of walking exercise. The subjects were 413 working men. Whose data and material were collected through an organized questionnaire from October, 1999 to May 2000. The major results of this were as follows; 1. 61.1% of the subjects' major affecting factor was deep sleep, 65.0% of the subjects' majo affecting facto was regular physical screening, 51.1% of the subjects' regular exercise, 18.7% of the subjects' walking exercise. 2. stages of change related to walking exercise of the subjects were as follows, 15.8% of the subjects were in the precontemplation stage, 51.1% of the subjects were in the precontemplation stage. 3. The average self-efficacy concerning walking exercise was 3.16 points. 4. With stepwise multiple regression, the most significant factor on self-efficacy related to walking exercise in stages of change was the preparation stage. According to the results of this study, a concrete practice program is needed to promote self-efficacy related walking exercise.

EEG model by statistical mechanics of neocortical interaction

  • Park, J.M.;Whang, M.C.;Bae, B.H.;Kim, S.Y.;Kim, C.J.
    • Journal of the Ergonomics Society of Korea
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    • v.16 no.2
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    • pp.15-27
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    • 1997
  • Brain potential is described using the mesocolumnar activity defined by averaged firings of excitatory and inhibitory neuron of neocortex. Lagrangian is constructed based on SMNI(Statistical Mechanics of Neocortical Interaction) and then Euler Lagrange equation is obtained. Excitatory neuron firing is assumed to be amplitude- modulated dominantly by the sum of two modes of frequency .omega. and 2 .omega. . Time series of this neuron firing is calculated numerically by Euler Lagrangian equation. I .omega. L related to low frequency distribution of power spectrum, I .omega. H hight frequency, and Sd(standard deviation) were introduced for the effective extraction of the dynamic property in the simulated brain potential. The relative behavior of I .omega. L, I .omega. H, and Sd was found by parameters .epsilon. and .gamma. related to nonlinearity and harmonics respectively. Experimental I .omega L, I .omega. H, and Sd were obtained from EEG of human in rest state and of canine in deep sleep state and were compared with theoretical ones.

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A Study of the Dead Man's Switch considering bio-response (생체 신호를 이용한 기관사 감시시스템 연구)

  • Song, Yong-Soo;Baek, Jong-Hyen;Ko, Tae-Kyun;Kim, Yong-Kyu
    • Proceedings of the KSR Conference
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    • 2011.10a
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    • pp.165-171
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    • 2011
  • A Consider the dead man's switch installed in each and every locomotive cab, which support operational safety on railways around the world. The concept is very simple - every 150 to 180 seconds an illuminated push-button demands to be acknowledged so as to know that the Train Driver is alive and active. In the absence of a response over a period of minutes, the vigilance control will automatically apply the train brakes and bring the train to a stand. If we multiply the resetting of the vigilance control 60 times per hour by a 10-hour shift it equals 600 presses of the button during the shift that a Train Driver must pay attention to and acknowledge. This adds a fair bit of pressure on the train driver's job, particularly when he/she is driving through stations, with passengers moving about on platforms in an environment of complex signaling arrangements - all the while looking out for restricting signals. From this perspective, the Vigilance System's demand to be acknowledged every 150/180 seconds is disturbing and can unnecessarily take a driver's attention away from what is happening outside the confines of the cab. A much more dramatic situation can happen when a train driver is driving hour after hour at night when, by Mother's Nature request - people need to sleep. Experience and research shows that the the dead man's switch can be pressed by train driver in a state of deep relaxation and 'micro-sleep'. The vigilance control system which is applied to reduce the drive load considering bio-response multiple unit train is proposed.

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A Study on Thermo-Bed Design Development of HPT System (HPT 방식의 온열침대 디자인 개발에 관한 연구)

  • Lee, Bong-Kyu
    • Journal of the Korea Furniture Society
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    • v.22 no.1
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    • pp.72-81
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    • 2011
  • These days, beds have been developed not as furniture to sleep in but Healthcare Furniture. The function of heating, non-electronic-waves and far-infrared rays have been added. Also, eco-friendly materials such as stone, mud, rubber and wood are combined to them together with the radiation-heating method using heat conduction through electronic coil and hot water circulation. Modern people suffer from stress and fatigue. The hot issue is "health." Focused on the health, the development of design for beds considering the influence electronic waves, anions, deep sleep and the density of toxic materials have on human bodies has become urgent. In this study, the trend, specification and efficiency of the functional health-related electronic coil technology are analyzed. Through the analysis, the environmental standards are set. According to them, technology, eco-friendly materials and additional functions for the development of the design are considered. Also, the government is promoting the IEC international standardization for the Korean traditional floor heating style beds. In preparation for that, we adopted new HPT method technology. It enables non-electronic-waves, low electricity and stable temperature maintenance control for the warm top and the cool bottom. Also, the head boards and the frames of the beds can be separated. Through this separation, the beds can be easily moved or installed. Eco-friendly materials such as Hinoki cypress wood and red clay and the existing tables function are combined to the head boards so they can be used as drawers and display shelves. If they are used as separate items, they can be used as covers. This is how we suggest the design for the heating beds.

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The propagation characteristics of road traffic noise - with respect to human response - (도로 교통소음의 전파특성 연구 - 인체에 미치는 영향에 대한 고찰 -)

  • 장호경
    • Progress in Medical Physics
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    • v.11 no.1
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    • pp.19-27
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    • 2000
  • In order to predict the propagation of road traffic noise over level terrain, this paper presents the model of the simple monopole and dipole source. Excess attenuations by ground acoustic impedance with continuity are investigated by outdoor experiments. In this results, the propagation of road traffic noise is affected by the acoustic impedance properties of the ground surface over which the noise travels, particularly when the receiver position is close to the surface. These results are then used to derive sound pressure level contours for the attenuation with distance of the equivalent energy level received from passing vehicle. The percentage of deep sleep and the number of wakings are studied for continuous traffic noise. The hearing loss and sensitivity threshold shift is investigated by changing the various parameters such as the effects of aging and noise exposure. Evaluation of the response of human to traffic noise is discribed. It is shown that exposure to excessive noise can cause temporary loss of hearing that may become permanent if the exposure is prolonged or intense.

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A Study on Architectural Features and Current Status of Earth Housing (흙주거의 건축적 특성 및 이용현황 분석)

  • Kim Jeong-Gyu;Jeong Joo-Seong
    • Journal of the Korean housing association
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    • v.17 no.1
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    • pp.97-105
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    • 2006
  • The purposes of this study are to find out the current status and features of earth housing, and to explore users' level of satisfaction and needs of improvement about earth housing. Primary findings are as follows: (1) The area of earth housing is generally 25-34 pyong and the construction cost of earth housing is usually 3,000,000-3,400,000 won per pyong. (2) The age of earth house users is generally forties, fifties, and sixties. And their occupation is usually retiree and farmer. The age of earth based pension users is generally twenties and thirties. (3) The construction method of earth housing is usually earth brick structure reinforced with wood structure and earth brick structure(adobe). (4) The finish of outer wall is generally earth brick laying and earth plaster. And the finish of inner wall is usually wall paper and earth plaster. Roof tile and asphalt shingle is frequently observed as roof finish. (5) Users' satisfaction about earth housing is investigated high level. Especially, the satisfaction degrees about faculty of humidity control, stink elimination, prevention from sick house syndrome, support for psychological stabilization and deep sleep are observed very highly. (6) Reduction of construction cost and prevention of crack is investigated as needs of improvement about earth housing.

Unmanned Patient Monitoring System Using Frame Difference Method and Decibel Threshold (프레임 차이법과 데시벨 임계치를 이용한 무인 환자 감시 시스템)

  • Lee, Kee-Woo;Lee, Hyuk-Soo
    • Journal of the Institute of Convergence Signal Processing
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    • v.8 no.1
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    • pp.1-5
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    • 2007
  • In this paper, we propose an unmanned patient monitoring system design and performance of a motion capture and sound detection. Unmanned patient monitoring system can be used in the greek koma and meaning deep sleep patient to need 24 hour surveillance. To monitoring, we used laptop, CCTV camera (or PC camera), A/D converter, microphone and detection program. The detection program based on the frame difference method and sound level meter. It had several functions such as data collecting and storing. All of this system was tested in several the simulations of emergency situations. It can be expected that an unmanned patient monitoring system can be used in emergency situation and patient care.

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