• 제목/요약/키워드: Deep Sleep

검색결과 71건 처리시간 0.027초

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

  • 윤영;김현민;이시우;사파 시아바시 푸리
    • 한국융합학회논문지
    • /
    • 제13권1호
    • /
    • pp.387-398
    • /
    • 2022
  • 본 논문은 독거노인의 복합적 행태를 이종 사물인터넷 센서들과 딥러닝 기법을 활용하여 인지하고 낙상, 잦은 기침, 수면의 질 감소, 발열 및 비정상적 생활 동선의 발생 등 위급하거나 건강이 저하되는 상황을 적시에 보호자 및 의료복지 담당자에게 알리고 적정한 후속 서비스를 추천 및 수행할 수 있는 시스템을 논한다. 독거노인들의 생활을 최대한 방해하지 않기 위하여 전면 비접촉식 상황 인식 기술을 선보인다. 본 논문은 센서 데이터의 수집 및 분석 체계의 설계와 구현 방법은 물론, 서울시 총 5개구 거주 독거노인들을 대상으로 실증한 경험을 통해 설치, 설정, 운영 및 유지 보수 측면에서의 다양한 문제점들을 서술하고 해당 시스템의 전국 확산에 대비한 향후 발전 방향을 제언한다.

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

  • 심수영;유호석;김한별;정재훈;이상준;김성민;박광석
    • 대한의용생체공학회:의공학회지
    • /
    • 제35권5호
    • /
    • pp.160-168
    • /
    • 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.

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

  • 최윤실;남경숙
    • 한국실내디자인학회:학술대회논문집
    • /
    • 한국실내디자인학회 2007년도 춘계학술대회 논문집
    • /
    • pp.101-104
    • /
    • 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.

  • PDF

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

  • 김영임;정혜선;최숙자;이창현
    • 보건교육건강증진학회지
    • /
    • 제20권3호
    • /
    • pp.255-267
    • /
    • 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.
    • 대한인간공학회지
    • /
    • 제16권2호
    • /
    • pp.15-27
    • /
    • 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.

  • PDF

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

  • 송용수;백종현;고태균;김용규
    • 한국철도학회:학술대회논문집
    • /
    • 한국철도학회 2011년도 정기총회 및 추계학술대회 논문집
    • /
    • pp.165-171
    • /
    • 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.

  • PDF

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

  • 이봉규
    • 한국가구학회지
    • /
    • 제22권1호
    • /
    • pp.72-81
    • /
    • 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.

  • PDF

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

  • 장호경
    • 한국의학물리학회지:의학물리
    • /
    • 제11권1호
    • /
    • pp.19-27
    • /
    • 2000
  • 본 연구에서는 평탄한 지면 위의 도로 교통소음의 전파특성을 해석하고자 점음원과 쌍극자음원을 모델로 사용하였으며, 연속 지표면 음향임피던스에 대한 초과감쇠를 실험으로 조사하였다 연구결과 수음점이 지표면 가까이 있을 때, 도로 교통소음의 전파특성은 소음 전파경로 상의 지표면 음향임피던스에 크게 영향을 받는 것을 확인하였다. 또한 진행 차량으로부터 측정한 등가에너지레벨의 거리별 감쇠값을 이용하여 등음압곡선을 해석하였다 그리고 도로 교통소음이 인체에 미치는 영향을 조사하고자 초저주파 소음에 대한 응답특성, 깊은 수면율과 잠을 깨는 비율에 대한 연속적인 교통소음의 .효과, 연령과 소음폭로등 다양한 변수에 대하여 청력손실과 청감민감도 변화 등을 고찰하였다 해석결과 과도한 소음은 일시적 청력손실의 원인이며, 폭로가 길어지거나 강력하면 영구적 청력손실의 원인이 될 수 있음을 확인하였다.

  • PDF

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

  • 김정규;정주성
    • 한국주거학회논문집
    • /
    • 제17권1호
    • /
    • pp.97-105
    • /
    • 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.

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

  • 이기우;이혁수
    • 융합신호처리학회논문지
    • /
    • 제8권1호
    • /
    • pp.1-5
    • /
    • 2007
  • 본 논문에서는 24시간 감시가 필요한 코마 환자나 움직이기 힘든 중환자들에게 사용될 수 있는 움직임 검출과 음향 감지를 이용한 무인 환자감시시스템을 구현하였다. 이 시스템의 구성은 노트북, 아날로그 CCTV 카메라(또는 PC 카메라), A/D 컨버터, 마이크로폰 그리고 감시 프로그램으로 구성되었다. 감시 프로그램은 프레임 차이법과 음향 레벨측정을 기본으로 사용하며, 움직임이 검출될 때의 자료수집과 저장과 같은 기능을 가진다. 모든 시스템은 코마 상태의 환자를 가정한 실험을 통해 검증하였다. 실험 결과 본 논문에서 제안한 무인 환자감시 시스템은 응급 상황과 코마 환자의 관리에서 효율적으로 사용될 수 있을 것이라 예상된다.

  • PDF