• 제목/요약/키워드: EEG Signal

검색결과 360건 처리시간 0.022초

뇌파 측정에 의한 친환경 시.청각 정보의 교통소음 인지도 영향 평가 (The Auditory and Visual Information Impacts on the Traffic Noise Perception by the using Electroencephalogram)

  • 박사근;장길수;국찬;송민정;신훈
    • 한국소음진동공학회:학술대회논문집
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    • 한국소음진동공학회 2006년도 추계학술대회논문집
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    • pp.41-47
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    • 2006
  • In this study, the influences of environmentally friendly visual and auditory information on traffic noise perception were surveyed by the using electroencephalogram Green rural region image and CBD image in urban city were used as visual informations. And traffic noise, signal and environmental music were used to detect the impact on electroencephalogram variance. It was revealed that green rural region image caused a-wave ratio increase about 10% and environmental music increased $\alpha$-wave ratio approximately $40{\sim}50%$. The results of this study improved that environmentally friendly visual and auditory information had an effect on decreasing traffic noise loudness to some extents.

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EEG Signal Processing in Japan

  • Utsunomiya, Toshio
    • 대한의용생체공학회:의공학회지
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    • 제6권2호
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    • pp.9-12
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    • 1985
  • The wall shear stress in the vicinity of end-to end anastomoses under steady flow conditions was measured using a flush-mounted hot-film anemometer(FMHFA) probe. The experimental measurements were in good agreement with numerical results except in flow with low Reynolds numbers. The wall shear stress increased proximal to the anastomosis in flow from the Penrose tubing (simulating an artery) to the PTFE: graft. In flow from the PTFE graft to the Penrose tubing, low wall shear stress was observed distal to the anastomosis. Abnormal distributions of wall shear stress in the vicinity of the anastomosis, resulting from the compliance mismatch between the graft and the host artery, might be an important factor of ANFH formation and the graft failure. The present study suggests a correlation between regions of the low wall shear stress and the development of anastomotic neointimal fibrous hyperplasia(ANPH) in end-to-end anastomoses.

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Recovering Incomplete Data using Tucker Model for Tensor with Low-n-rank

  • Thieu, Thao Nguyen;Yang, Hyung-Jeong;Vu, Tien Duong;Kim, Sun-Hee
    • International Journal of Contents
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    • 제12권3호
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    • pp.22-28
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    • 2016
  • Tensor with missing or incomplete values is a ubiquitous problem in various fields such as biomedical signal processing, image processing, and social network analysis. In this paper, we considered how to reconstruct a dataset with missing values by using tensor form which is called tensor completion process. We applied Tucker factorization to solve tensor completion which was built base on optimization problem. We formulated the optimization objective function using components of Tucker model after decomposing. The weighted least square matric contained only known values of the tensor with low rank in its modes. A first order optimization method, namely Nonlinear Conjugated Gradient, was applied to solve the optimization problem. We demonstrated the effectiveness of the proposed method in EEG signals with about 70% missing entries compared to other algorithms. The relative error was proposed to compare the difference between original tensor and the process output.

에어컨 온도변동에 따른 생리신호 변화에 관한 연구 (A Study of Physiology Signal Change by Air Conditioner Temperature Change)

  • 금종수;김동규;김형철
    • 수산해양교육연구
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    • 제19권3호
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    • pp.502-509
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    • 2007
  • This study evaluates thermal comfort by air conditioner temperature raising at the point of time that human body begins to adapt. Thermal comfort according to change of time enters by uncomfortable area gradually at general cold room temperature that magnetic pole is in human body. However, can know that keep continuous thermal comfort in case raise temperature in human body adaptation visual point. Experiments were performed in environmental chamber. Subjects were selected 4 men and 4 women whose life cycle were proved that are similar. The subjects stay in the pretesting room during the 30 minutes and enter the testing room under each experiment conditions. During the experiment, brain wave, electrocardiogram, blood pressure and thermal comfort and sensation responses were measured. In this study, physiological and psychological responses correspond under temperature raising at human body adaptation.

왼쪽과 오른쪽 움직임의 상상에 대한 뇌파의 (Discrimination of EEG Signal about left and right Motor Imagery)

  • 음태완;김응수
    • 한국지능시스템학회:학술대회논문집
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    • 한국퍼지및지능시스템학회 2004년도 추계학술대회 학술발표 논문집 제14권 제2호
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    • pp.373-376
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    • 2004
  • 최근에 뇌파를 이용하여 컴퓨터와 통신하거나 기기를 제어할 수 있는 이른바 뇌-컴퓨터 인터페이스BCI(Brain-Computer Interface)에 대한 연구가 대두되고 있다. 이러한 BCI 연구의 궁극적 목표는 다양한 정신상태에 따른 뇌파의 특성을 파악하여 컴퓨터나 기기 등을 제어하는 것이다. 본 논문에서는 움직임과 관련 있는 10~12Hz의 mu파 영역에서의 ERD/ERS를 계산하였고, 그 결과 왼쪽과 오른쪽 손의 움직임을 상상할 때에 운동과 관련된 기능이 집중되어 있는 일차운동영역(primary motor area)의 mu파에서 ERD/ERS의 차이가 나타남을 발견하였다 또한, RLS방법을 사용한 Adaptive Autoregressive Model 계수의 특징을 추출을 하였으며, 이를 신경망으로 학습시켜 인식률을 비교하였다.

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A Biosignal-Based Human Interface Controlling a Power-Wheelchair for People with Motor Disabilities

  • Kim, Ki-Hong;Kim, Hong-Kee;Kim, Jong-Sung;Son, Wook-Ho;Lee, Soo-Young
    • ETRI Journal
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    • 제28권1호
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    • pp.111-114
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    • 2006
  • An alternative human interface enabling people with severe motor disabilities to control an assistive system is presented. Since this interface relies on the biosignals originating from the contraction of muscles on the face during particular movements, even individuals with a paralyzed limb can use it with ease. For real-world application, a dedicated hardware module employing a general-purpose digital signal processor was implemented and its validity tested on an electrically powered wheelchair. Furthermore, an additional attempt to reduce error rates to a minimum for stable operation was also made based on the entropy information inherent in the signals during the classification phase. In the experiments, most of the five participating subjects could control the target system at their own will, and thus it is found that the proposed interface can be considered a potential alternative for the interaction of the severely disabled with electronic systems.

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뇌파 측정에 의한 친환경 시.청각 정보의 교통소음 인지도 영향 평가 (The Environmental Auditory and Visual Information Effects on the Traffic Noise Perception by Using Electroencephalogram)

  • 장길수;박사근;송민정;신훈
    • 한국소음진동공학회논문집
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    • 제17권2호
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    • pp.160-167
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    • 2007
  • In this study, the influences of environmentally friendly visual and auditory information on traffic noise perception were surveyed by the using electroencephalogram. Green rural region image and CBD (central business district) image in urban city were used as visual informations. And traffic noise, signal and environmental music were used to detect the impact on electroencephalogram variance. It was revealed that green rural region image caused ${\alpha}-wave$ ratio increase about 10% and environmental music increased ${\alpha}-wave$ ratio approximately $40{\sim}50%$. The results of this study improved that environmentally friendly visual and auditory information had an effect on decreasing traffic noise loudness to some extents.

청각 자극에 의해 유발되는 뇌파신호의 분석 (Analysis of EEG Signal Evoked by Auditory Stimulation)

  • 이동한;김재욱;이종호
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2000년도 하계학술대회 논문집 D
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    • pp.3227-3229
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    • 2000
  • 본 논문은 청각 자극이 제시되었을 때 변화되는 뇌파로부터 의미 있는 특징을 찾아내서 정량화 할 수 있는 변수 추출 및 분류 기법을 제시한다. 건강한 피실험자로부터 방향성 있는 청각 자극을 인가했을 때의 뇌파를 검출, 분류하였다. 뇌파의 변수 추출 방법으로는 짧은 시간영역에서의 신호의 갑작스런 변화량도 정량적으로 분석할 수 있는 Mallat's A1gorithm을 이용한 웨이블릿 변환(wavelet transform)을 적용하였고, 분류 방법으로는 그 결과로 나온 웨이블릿 계수를 변수로 하여 Neural Network을 학습하여 사용하였다. 향후 피실험자의 훈련을 통해서 청각 자극이 없이 순수한 생각만으로 방향을 검출할 수 있는 뇌파분석기를 만든다면 생각만으로도 물체의 방향을 제어할 수 있을 것이다.

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실시간 응용을 위한 DFT구현시 계수 근사에 기인한 오차 해석에 관한 연구 (Analysis of the errors caused by the finite-bit real-time implementation of DFT)

  • 김재화;김병기;장태규
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 1996년도 하계학술대회 논문집 B
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    • pp.1012-1014
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    • 1996
  • This paper proposes a real-time OFT implementation technique which is based on the finite-bit approximation of the DFT coefficients. The effect of the approximation is analytically investigated and its result is obtained in the form of an equation of noise to signal ratio. The analysis result is confirmed by comparing it with those of the computer simulation and the actual experiment for human sleep EEG data.

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퍼지엔트로피를 이용한 비선형신호의 해석 (The Analysis of Nonlinear Signal using Fuzzy Entropy)

  • 박인규;황상문;김남호
    • 한국감성과학회:학술대회논문집
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    • 한국감성과학회 1999년도 추계학술대회 논문집
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    • pp.388-395
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    • 1999
  • 본 논문의 목적은 퍼지 엔트로피를 이용하여 비선형신호를 예측하는 것이다. 이 방법은 분할된 여러 부 공간(subspace)에 대해 입력 데이터로부터 퍼지 엔트로피를 이용하여 각각의 규칙에 등급을 정하여 불필요한 제어규칙을 제거하여 바람직한 규칙베이스를 구성하도록 한 것이다. 적용되는 퍼지 신경망의 기본적인 구조는 퍼지 제어기의 규칙베이스와 추론의 과정을 신경회로망을 이용하여 구현하며 퍼지 제어규칙의 매개변수들은 역전파 알고리즘에 의해 적응되어진다. 또한 매개변수의 수를 줄이기 위하여 제어규칙의 결론부의 출력값은 신경망의 가중치로 구성하였다. 결국 퍼지 신경망의 복잡도를 줄일 수 있다. Mackey-Glass 시계열의 예측에 대한 컴퓨터 시뮬레이션을 통하여 본 논문에서 제안한 방법의 효율성을 입증하고, 제안된 방법을 EEG 생리신호 분석에 이용될 수 있다.

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