• Title/Summary/Keyword: 생체 신호 분석

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Comparative Study of Subjective Mental Workload Assessment Techniques for the Evaluation of ITS-oriented Human-Machine Interface Systems (지능형 교통체계 기반 인간-기계 인터페이스 시스템 평가를 위한 정신적부하 측정방법의 비교 연구)

  • Cha, Doo-Won;Park, Peom
    • Journal of Korean Society of Transportation
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    • v.19 no.3
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    • pp.45-58
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    • 2001
  • Subjective mental workload assessment technique becomes a standard human factors and human-machine interface evaluation tool for the evaluation of ITS(Intelligent Transport Systems)-oriented information systems as well as the drivers visual activity analysis, physiological indices(GSR, EEG, ECG, etc.), secondary task performance, reaction time. vehicle control parameters(speed, steering behavior, accelerator control) that are widely applied for transportation and vehicle systems to evaluate the safety, to decide the system or design alternatives, and to establish the design guidelines. This paper reviewed and compared the most globally employed four mental workload assessment techniques that have been designed for the use of various human-machine systems and ITS-oriented in-vehicle information systems. NASA-TLX(National Aeronautics and Space Administration-Task Load Index). SWAT(Subjective Workload Assessment Technique), MCH(Modified Cooper-Harper) scale, and recently developed RNASA-TLX(Revision of NASA-TH) were compared in terms of sensitivity and subjective evaluations to derive the human-machine interface evaluation guidelines for the application of ITS-oriented in-vehicle information systems. Then, experiment results supported that RNASA-TLX is the prospective tool for the mental workload assessment of ITS-oriented in-vehicle information systems.

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Subject Test Using Electroencephalogram According to Variation of Autostereoscopic Image Quality (무안경 입체영상의 화질변화에 따른 뇌파 기반 사용자 반응 분석)

  • Moon, Jae-Chul;Hong, Jong-Ui;Choi, Yoo-Joo;Suh, Jung-Keun
    • KIPS Transactions on Software and Data Engineering
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    • v.5 no.4
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    • pp.195-202
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    • 2016
  • There have been many studies on subject tests for 3D contents using 3D glasses, but there is a limited research for 3D contents using autostereoscopic display. In this study, we investigated to assess usability of electroencephalogram (EEG) as an objective evaluation for 3D contents with different quality using autosteroscopic display, especially for lenticular lens type. The image with optimal quality and the image with distorted quality were separately generated for autostereosopic display with lenticular lens type and displayed sequentially through lenticular lens for 26 subjects. EEG signals of 8 channels from 26 subjects exposed to those images were detected and correlation between EEG signal and the quality of 3D images were statistically evaluated to check differences between optimal and distorted 3D contents. What we found was that there was no statistical significance for a wave vibration, however b wave vibration shows statistically significant between optimal and distorted 3D contents. b wave vibration observed for the distorted 3D image was stronger than that for the optimal 3D image. This results suggest that subjects viewing the distorted 3D contents through lenticular lens experience more discomfort or fatigue than those for the optimum 3D contents, which resulting in the greater b wave activity for those watching the distorted 3D contents. In conclusion, these results confirm that electroencephalogram (EEG) analysis can be used as a tool for objective evaluation of 3D contents using autosteroscopic display with lenticular lens type.

Implementation of Gait Analysis System Based on Inertial Sensors (관성센서 기반 보행 분석 시스템 구현)

  • Cho, J.S.;Kang, S.I.;Lee, K.H.;Jang, S.H.;Kim, I.Y.;Lee, J.S.
    • Journal of rehabilitation welfare engineering & assistive technology
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    • v.9 no.2
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    • pp.137-144
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    • 2015
  • In this paper, we present an inertial sensor-based gait analysis system to measure and analyze lower-limb movements. We developed an integral AHRS(Attitude Heading Reference System) using a combination of rate gyroscope, accelerometer and magnetometer sensor signals. Several AHRS modules mounted on segments of the patient's body provide the quaternions representing the patient segments's orientation in space. And a method is also proposed for calculating three-dimensional inter-segment joint angle which is an important bio-mechanical measure for a variety of applications related to rehabilitation. To evaluate the performance of our AHRS module, the Vicon motion capture system, which offers millimeter resolution of 3D spatial displacements and orientations, is used as a reference. The evaluation resulted in a RMSE(Root Mean Square Error) of 1.08 and 1.72 degree in yaw and pitch angle. In order to evaluate the performance of our the gait analysis system, we compared the joint angle for the hip, knee and ankle with those provided by Vicon system. The result shows that our system will provide an in-depth insight into the effectiveness, appropriate level of care, and feedback of the rehabilitation process by performing real-time limb or gait analysis during the post-stroke recovery.

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작업부하에대한 심리/환경적 영향 평가기법 개발: 제조업체를 중심으로

  • 박창순;조영진;김정룡
    • Proceedings of the ESK Conference
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    • 1998.04a
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    • pp.40-45
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    • 1998
  • 본 연구에서는 현장 작업자 개인이 느끼는 심리/환경적 부하를 정량적으로 파악할 수 있는 척도를 개발하였다. 이러한 척도는 현장의 중간관리자들이 간단한 기구와 직접 관찰을 통해 쉽게 사용할 수 있도록 설계되었다. 심리적 작업부하 측정은 기존 연구와 현장 작업자를 대상으로 한 인터뷰 결과를 바탕으로, 타당도가 높다고 인정되는 심리부하 측정 요소를 결정하였고, 문헌과 모의 검사를 통하여 부 담감이나 편의(bias)를 줄일 수 있도록 문항수 및 어휘를 선택하였으며, 각각의 설문은 다양한 문체 중 가장 신뢰도가 높은 형태를 선정하였다. 환경적 작업부하 측정은 문헌 조사를 통하여 측정을 위한 요소를 결덩하였고, KS 규격을 기존으로 새로운 환경부하 측정 지침서를 개발하였고, 현장 예비조사가 실시되었다. 또한, 환경부하 측정결과를 지수화하기 위한 수리적 모델과, 심리적척도와의 통합을 위 한 수리적 방법론이 제시되었다. 이러한 설문 문항과 환경조사방법은 작업장을 대상으로 적용하여 실 제로 그 효용성 여부를 검토하였다. 연구 결과 이제까지 소홀히 여겨왔던 작업자의 심리적/환경적 부 하를 정량적으로 간편하게 측정할 수 있는 방법이 개발되었고, 정량화한 심리/환경 부하 척도는 이제 까지 주로 조사되었던 생체역학적/생리적 부담도와 더불어 종합적인 작업부하 평가에 일익을 담당할 것으로 예상된다. 또한, 이러한 척도에 의한 결과는 현장 근로자들의 근로여건 개선을 위하여 노/사/ 정부 모두가 만족할 수 있는 객관적 자료로 사용될 수 있으며, 예방차원의 안전관리에도 응용될 수 있 을 것으로 기대한다.구로 신체의 종합적인 만족도, 선호를 취급하고 있을 뿐 신체각 부위의 만족 도나 선호에 관한 자세한 고찰을 하고 있지 않으며 자신의 신체에 대한 인식도 및 실제체형과의 비교는 이루어지고 있지 않다. 이에, 신체 각 부위에 대한 인식도 및 실제 신체 측정치와 만족도와의 관계 및 이상형에 대해 구체적으로 파악할 필요가 있다. 또한, 신체에 대한 이상형은 시대의 여러 여건에 따라서 변화할 수 있으므로 의복 착용자가 의복을 통해서 표현하고자 하는 이상형의 시대적 변화를 살펴볼 필요가 있다. 따라서 본 연구에서는 신체에 대한 인식도 및 만족도, 이상형에 대한 설문지 조사와 신체측정을 통하여 신체 크기에대한 만족도를 객관적인 척도로 고찰하고, 이상형과 실제 체형에 관하여 고찰하고자 한다. 도한, 1992년도 자료와의 비교를 통하여 시대에 따른 신체만족도와 이상형의 변화를 파악하고자 한다. 이를 기초로 한 의복원형 제작 및 의복 디자인에 대한 연구를 통해 의복의 맞음새가 좋을뿐만 아니라 의복착용자들 에게 심리적 만족을 줄 수 있는 의복 제작에 도움이 될 수 있을 것이다.적입지로 분석되었다.등 다양한 모형들을 고려해 본 뒤, 적절한 모형을 적용할 것이다. 가로망 설계 모형에서 신호제어를 고려하기 위해서는 주어진 가로망에 대한 통행 배정과정에서 고려되는 통행시간을 링크통행시간과 교차로 지체시간을 동시에 고려해야 하는데, 이러한 문제의 해결을 위해서 최근 활발히 논의되고 있는 교차로에서의 신호제어에 대응하는 통행배정 모형을 도입하여 고려하고자 한다. 이를 위해서 지금까지 연구되어온 Global

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Implementation a Physical Ear Model for Determinating Location of the Microphone of Fully Implantable Middle Ear Hearing Device (완전 이식형 인공중이용 마이크로폰의 위치 결정을 위한 물리적 귀 모델의 구현)

  • Kim, D.W.;Seong, K.W.;Lim, H.K.;Kim, M.W.;Jung, E.S.;Lee, J.W.;Lee, M.W.;Lee, J.H.;Kim, M.N.;Cho, J.H.
    • Journal of rehabilitation welfare engineering & assistive technology
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    • v.2 no.1
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    • pp.27-33
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    • 2009
  • Generally, implantable microphone has been implanted in the temporal bone for implantable middle ear hearing devices (IMEHDs). In this case, the microphone's membrane can be damaged and can be generated biological noise. In order to overcome the these problems, the location of implanted microphone should be changed. As an alternative, the microphone can be implanted in the external auditory canal. However, the sound emission can be produced because of vibration transducer toward reverse direction from the tympanic membrane to the external auditory canal. In this paper, an amount of the emitted sound is measured using a probe microphone as the changing the position of microphone in the external auditory canal of a physical ear model, which is similar to acoustical and vibratory properties of the human ear. Through the measured value, the location of the microphone was assumed in the external auditory canal. According to the analysis, the microphone input sound can be decreased when microphone position become more distance from the tympanic membrane in the auditory canal. However, the external auditory canal is not appropriated to implantable microphone position, because sound emission is not completely eliminated.

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Histological Examination of Tissue Isolated from Fascia with a View of Meridian System (경락의 관점에서 본 근막 분리조직의 조직학적 연구)

  • Kim, Dong-Heui;Deung, Young-Kun;Chang, Byung-Soo;Jung, Han-Suk;Jin, Dan;Kwon, Ki-Rok;Lee, Kyu-Jae
    • Applied Microscopy
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    • v.36 no.3
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    • pp.183-194
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    • 2006
  • The threadlike structures of fascia were examined by tight and electron microscopy. In order to distinguish its tissue organization, we used staining methods including hematoxylin-eosin, Masson's trichrome, Van Gieson's collagen fiber stain and Kluver-Barrera's luxol fast blue for nerve stain. Under the light microscope, the threadlike structures were composed of many collagen fibers and nerve. In higher magnification, they looked like as the bundle of tubular structures. Many myoid cell-spindle nuclei were observed in the tissue, which were taken from the fascia. It was identical with Bonghan duct known as one of meridian network theory. In the early 1960's the North Korean Bong-Han Kim showed the anatomical structures of the acupuncture points, and explained the meridian system as the concrete duct network system. According to Bonghan theory the Bonghan ducts spread throughout the body Because it is believed that the duct could have the role of signal pathway, the theory was reinvestigated in these days. All of the threadlike structures isolated from fascia shows the abundance of collagen fibers. The electron microscope examination (TEM) could confirm the well arranged collagen fiber and nerve. This investigation reveals that superficial Bohghan duct are nerve fiber parallel running with collagen fibers. We conjectured that the intermingled structure of collagen fiber, blood vessel and nerve fiber might have the role of meridian system. And the more, regardless of histological research, the study on collagen fiber as response transmitter in acupuncture treatment are in need.

Development of Driver's Emotion and Attention Recognition System using Multi-modal Sensor Fusion Algorithm (다중 센서 융합 알고리즘을 이용한 운전자의 감정 및 주의력 인식 기술 개발)

  • Han, Cheol-Hun;Sim, Kwee-Bo
    • Journal of the Korean Institute of Intelligent Systems
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    • v.18 no.6
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    • pp.754-761
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    • 2008
  • As the automobile industry and technologies are developed, driver's tend to more concern about service matters than mechanical matters. For this reason, interests about recognition of human knowledge and emotion to make safe and convenient driving environment for driver are increasing more and more. recognition of human knowledge and emotion are emotion engineering technology which has been studied since the late 1980s to provide people with human-friendly services. Emotion engineering technology analyzes people's emotion through their faces, voices and gestures, so if we use this technology for automobile, we can supply drivels with various kinds of service for each driver's situation and help them drive safely. Furthermore, we can prevent accidents which are caused by careless driving or dozing off while driving by recognizing driver's gestures. the purpose of this paper is to develop a system which can recognize states of driver's emotion and attention for safe driving. First of all, we detect a signals of driver's emotion by using bio-motion signals, sleepiness and attention, and then we build several types of databases. by analyzing this databases, we find some special features about drivers' emotion, sleepiness and attention, and fuse the results through Multi-Modal method so that it is possible to develop the system.

$In$ $vitro$ MRI and Characterization of Rat Mesenchymal Stem Cells Transduced with Ferritin as MR Reporter Gene (페리틴 리포터 유전자를 발현하는 백서 중간엽 줄기세포의 특성과 자기공명영상 연구)

  • Shin, Cheong-Il;Lee, Whal;Woo, Ji-Su;Park, Eun-Ah;Kim, Pan-Ki;Song, Hyun-Bok;Kim, Hoe-Suk
    • Investigative Magnetic Resonance Imaging
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    • v.16 no.1
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    • pp.47-54
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    • 2012
  • Purpose : This study was performed to evaluate the characteristics of rat mesenchymal stem cells (RMSCs) transduced with human ferritin gene and investigate $in$ $vitro$ MRI detectability of ferritin-transduced RMSCs. Materials and Methods: The RMSCs expressing both myc-tagged human ferritin heavy chain subunit (myc-FTH) and green fluorescence protein (GFP) were transduced with lentiviurs. Transduced cells were sorted by GFP expression using a fluorescence-activated cell sorter. Myc-FTH and GFP expression in transduced cells were detected by immunofluorescence staining. The cell proliferative ability and viability were assessed by MTT assay. The RMSC surface markers (CD29+/CD45-) were analyzed by flow cytometry. The intracellular iron amount was measured spectrophotometically and the presence of ferritin-iron accumulation was detected by Prussian blue staining. $In$ $vitro$ magnetic resonance imaging (MRI) study of cell phantoms was done on 9.4 T MR scanner to evaluate the feasibility of imaging the ferritin-transduced RMSCs. Results: The myc-FTH and GFP genes were stably transduced into RMSCs. No significant differences were observed in terms of biologic properties in transduced RMSCs compared with non-transduced RMSCs. Ferritin-transduced RMSCs exhibited increased iron accumulation ability and showed significantly lower $T_2$ relaxation time than non-transduced RMSCs. Conclusion: Ferritin gene as MR reporter gene could be used for non-invasive tracking and visualization of therapeutic mesenchymal stem cells by MRI.

Discriminant Analysis of Human's Implicit Intent based on Eyeball Movement (안구운동 기반의 사용자 묵시적 의도 판별 분석 모델)

  • Jang, Young-Min;Mallipeddi, Rammohan;Kim, Cheol-Su;Lee, Minho
    • Journal of the Institute of Electronics and Information Engineers
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    • v.50 no.6
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    • pp.212-220
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    • 2013
  • Recently, there has been tremendous increase in human-computer/machine interaction system, where the goal is to provide with an appropriate service to the user at the right time with minimal human inputs for human augmented cognition system. To develop an efficient human augmented cognition system based on human computer/machine interaction, it is important to interpret the user's implicit intention, which is vague, in addition to the explicit intention. According to cognitive visual-motor theory, human eye movements and pupillary responses are rich sources of information about human intention and behavior. In this paper, we propose a novel approach for the identification of human implicit visual search intention based on eye movement pattern and pupillary analysis such as pupil size, gradient of pupil size variation, fixation length/count for the area of interest. The proposed model identifies the human's implicit intention into three types such as navigational intent generation, informational intent generation, and informational intent disappearance. Navigational intent refers to the search to find something interesting in an input scene with no specific instructions, while informational intent refers to the search to find a particular target object at a specific location in the input scene. In the present study, based on the human eye movement pattern and pupillary analysis, we used a hierarchical support vector machine which can detect the transitions between the different implicit intents - navigational intent generation to informational intent generation and informational intent disappearance.

A Comparative Study on the Characteristics of Friction with/without shoes by Analyzing Bio-signals during walking (보행 시 생체신호분석을 통한 신발 착용 유무에 따른 마찰 특성 비교)

  • Oh, Seong-geun;Kim, Jin-Hyun
    • Journal of Convergence for Information Technology
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    • v.8 no.6
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    • pp.59-66
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    • 2018
  • The utilized coefficient of friction (UCOF) as a ratio of the shear force to the normal force on the ground during walking is used to identify the point at which slip is likely to occur. Shoe walking will change the utilized coefficient of friction by shoe design such as sole thickness and hardness, heel shape, and outsole pattern. In this study, subjects are 21 adults (10 female, 11 male, age: $25.2{\pm}2.3yrs$, height: $165.6{\pm}7.2cm$), analysis variables were walking speed, GRF, when the UCOF is maximal, and Tangent of CoP-CoM angle, and correlation analysis with the utilized friction coefficient (UCOF). As a result, First, for the shod walking the time point which UCOF is maximum about heel strike was faster and the magnitude was larger than for barefoot walking. Second, the correlation between the tangent of CoP-CoM and UCOF of right foot was higher at the left heel striking point (UCOF2_h) which occurred in the post propulsion phase than at the right heel striking point (UCOF1_h). This suggests that the right foot UCOF is related to the braking phase of left foot( which is the propulsion phase of right foot) rather than the braking phase of right foot.