• 제목/요약/키워드: Multi-dividing

검색결과 155건 처리시간 0.024초

다채널 근전도 기반 딥러닝 동작 인식을 활용한 손 재활 훈련시스템 개발 및 사용성 평가 (Development and Usability Evaluation of Hand Rehabilitation Training System Using Multi-Channel EMG-Based Deep Learning Hand Posture Recognition)

  • 안성무;이건희;김세진;배소정;이현주;오도창;태기식
    • 대한의용생체공학회:의공학회지
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    • 제43권5호
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    • pp.361-368
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    • 2022
  • The purpose of this study was to develop a hand rehabilitation training system for hemiplegic patients. We also tried to find out five hand postures (WF: Wrist Flexion, WE: Wrist Extension, BG: Ball Grip, HG: Hook Grip, RE: Rest) in real-time using multi-channel EMG-based deep learning. We performed a pre-processing method that converts to Spider Chart image data for the classification of hand movement from five test subjects (total 1,500 data sets) using Convolution Neural Networks (CNN) deep learning with an 8-channel armband. As a result of this study, the recognition accuracy was 92% for WF, 94% for WE, 76% for BG, 82% for HG, and 88% for RE. Also, ten physical therapists participated for the usability evaluation. The questionnaire consisted of 7 items of acceptance, interest, and satisfaction, and the mean and standard deviation were calculated by dividing each into a 5-point scale. As a result, high scores were obtained in immersion and interest in game (4.6±0.43), convenience of the device (4.9±0.30), and satisfaction after treatment (4.1±0.48). On the other hand, Conformity of intention for treatment (3.90±0.49) was relatively low. This is thought to be because the game play may be difficult depending on the degree of spasticity of the hemiplegic patient, and compensation may occur in patient with weakened target muscles. Therefore, it is necessary to develop a rehabilitation program suitable for the degree of disability of the patient.

운전능력에 연관된 인적특성의 연령 임계점 연구 (Identification of Age Threshold for Driving Performance)

  • 김태호;고준호;원제무;허억
    • 한국안전학회지
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    • 제23권3호
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    • pp.71-78
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    • 2008
  • This study aims to identity the age group where driving performance significantly decreases based on the data collected from the Korea Transportation Safety Authority's driver aptitude tests in 2006. The test includes following six driving simulator-based tests: estimation of moving objects' speed, estimation of stopping distance, three tests for drivers' multi-task ability, and kinetic depth perception. These six test results were utilized for the identification of the age threshold applying the CART technique, suggesting driving ability significantly be decreased over 50s. This finding was confirmed by two analyses using the accident history data containing the information of accident and non-accident drivers and the degree of accident severity. The results of this study imply that accident prevention efforts should be enhanced over a wider range of age group than the current practice where the age of 65 is generally applied for the threshold dividing senior and non-senior driver groups.

추구혜택에 의한 유통시장의 시장세분화 : 순차적 접근 (Segmentation by Benefit Sought in Marketing Channel : A Sequential Approach)

  • 이성근;김재욱;이서구
    • 한국유통학회지:유통연구
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    • 제10권3호
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    • pp.87-101
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    • 2005
  • 본 연구에서는 시장세분화의 기준들이 가질 수 있는 다차원적인 특성들을 고려하여 시장 세분화를 순차적으로 접근하였다. 소비자들이 유통형태를 선택할 때 추구하는 해택을 중심으로 순차적 세분화를 분석하기 위하여 서울시내의 20세 이상 55세 미만의 가정주부들이 모집단으로 정의되고, 이 중에서 할당추출방법에 의해 수집된 1000명의 표본이 이용되었다. 애프터서비스 추구혜택 세분시장 이외에 4개의 세분시장을 각 세분시장의 1차 추구혜택변수에 부가된 2차적 혜택변수를 기준으로 군집분석을 실시한 결과, 각 세분시장은 2개의 또 다른 하위세분시장으로 나누어졌다. 끝으로 이러한 결과의 시사점이 논의되고 연구의 한계점과 미래의 연구방향이 제시되었다.

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피터 아이젠만 건축의 색채사용특성에 관한 연구 (A Study on the Characteristics of Color for Peter Eisenman Architecture)

  • 이선민;유연숙
    • 한국실내디자인학회논문집
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    • 제18권2호
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    • pp.61-70
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    • 2009
  • Architectural color would be understood as a essential tool to be reflected the architect's value criteria, thinking process and the specific methodology. This study was established the characteristics of color use correlated with Eisenman's architectural features based on his point of view. At first, it could be organized with data and use the color in view points with the becomming process. Especially it would be expressed the color as a trace of unsynchronized formation. Second, it was introduced the color by graphics engaged with form, to be expressed the dividing, folding, reiteration for deliver of escape from graphic thinking process. Third, it was analyzed to be imported the color to have a multi-lateral space experience in center of user's space recognition and behavior by introduction of color. Finally, it could be inducted the consistent color by viewpoint of interfacial between interior and exterior environment, communicated with strong meaning by conversion from interior elements to color from these processes. A characteristics of Eisenman's architecture color is reflected his thinking process in architecture color as it is and can be understand of 'becomming process use of color' as a tool that is corresponded in form creation. Specially, it would be kept continuous viewpoint of interior and exterior space, giving user color as a viewpoint of linking space, enable many-sidedness experiences through space.

학교(學校) 시설(施設) 복합화(複合化)에 관한 건축계획적(建築計劃的) 연구(硏究) - 학교(學校)(한국, 일본(韓國, 日本))의 평면(平面) 분석(分析)을 중심(中心)으로 - (A Study on the Architectural Planning in Mixed-use Tendency for Educational Facilities - The case of a plan analysis in Educational Facilities(Korea/Japan) -)

  • 류호섭;신일용
    • 교육시설
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    • 제7권3호
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    • pp.15-22
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    • 2000
  • The purpose of this study is to grasp a concept for mixed-use tendency of educational facilities, its propellant circumstance in the nation and japan, to analyze a feature of a function, a flow planing of user and the complex form which appear from an instance of the mixed-use tendentious educational facilities and is to suggest a basic matter on the architectural planning for mixed-use tendency of the regional facilities and educational facilities. The results of the study can be summarized were as follow: 1) The step of mixed-use in nation is yet the early step and a extremely feeble to compared with the japan. 2) In a case of the mixed-use tendency facility, the nation is to appear for the necessity of a region but they know of a varied facility to be mixed-use tendency in japan. 3) Much to appear monolithic form in the side of complex form. 4) To appear multi-story in the side of facility-story. 5) It is much example of separating from main entrance, the flow of interior found of dividing into not to transit or transit by the function of facility. 6) To know for being tendency of common and division by the principal of user in facility instituting E V.

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Dynamic Characteristics Analysis of High Speed Thomson-coil Arc Eliminator Using Equivalent Electric Circuit Method with Adaptive Segmentation of conducting Plate

  • ;;정영우;고창섭
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2008년도 추계학술대회 논문집 전기기기 및 에너지변환시스템부문
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    • pp.90-92
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    • 2008
  • A novel solving technique has been developed to analyze the dynamic characteristics of high speed Thomson-coil arc eliminator. The electromagnetic repulsion actuator based on Thomson-coil is taken as the driving part of the arc eliminator, due to which, the opening and closing time is quite short compare to other type actuators. The electromagnetic repulsion actuator is composed of one repulsion plate and two fixed coils, corresponding to the opening coil and closing coil, respectively. The new solving technique is derived based on the equivalent electric circuit model of the system which is set up by dividing the repulsion plate into multi segments using adaptive segmentation method. This solving technique is applied to the dynamic characteristic analysis of electromagnetic repulsion actuators in high speed Thomson-coil arc eliminators. The calculation results are testified by the FEM calculation results and experiment results.

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Wavelet 변환 영역에서 의료영상압축 (Medical Image Compression in the Wavelet Transform Domain)

  • 이상복;신승수
    • 한국콘텐츠학회논문지
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    • 제2권4호
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    • pp.23-29
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    • 2002
  • 본 논문에서는 의료정보시스템 중 PACS에서 필요한 영상압축 기법을 제안한다. 영상부호화 기법은 웨이브릿 변환 영역에서 선형예측기와 Lloyd-Max 양자화기를 사용하였다. 웨이브릿 변환 방법은 영상을 3레벨의 10개의 부밴드로 나누어 다해상도로 처리하며, 웨이브릿 변환 영역중 인간의 시각특성에 민감한 최저주파 영역은 무손실 부호화기인 DPCM으로 부호화하고, 나머지 고주파영역의 부밴드에 대해서는 부밴드간의 링잉현상과 영상의 엘리어싱을 감소시키기 위해서 선형예측기를 사용하였으며, 비선형양자화기로써 양자화 오차를 줄이기 위해 최적 양자화기로 Lloyd-Max 양자화기를 사용하였다. 실험결과 512$\times$512 복부 CT영상과 Chest영상에 대하여 PSNR이 28.53dB이 되었고, 복원화질이 우수함을 알 수 있었다.

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마이크로스트립 전이를 이용하는 CPW Branch-line 커플러 (Novel Quadrature Branch-line Coupler Using CPW-to-Microstrip Transitions)

  • 이중호;이해영
    • 대한전자공학회논문지TC
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    • 제37권5호
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    • pp.10-16
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    • 2000
  • 본 논문에서는 초고주파 집적회로에서 일반적으로 사용되는 90。 branch-line 커플러를 CPW와 마이크로 스트립의 다른 두 전송선이 조합된 형태로 구성하였다. 4포트 회로망에 대해서 even-odd 모드 해석 방법을 통해서 전송선들의 적절한 특성 임피던스를 결정하고, 효과적으로 전송선의 특성을 예측할 수 있는 유한 차분법 시간 영역 방법으로 전체 구조에 대해서 계산하였다 그리고 실제 제작 및 측정을 통해서 계산과 측정 결과가 잘 일치함을 화인하였다. 새롭게 제안된 커플러는 기존의 커플러의 비해 동작 주파수에서 두 출력 포트로 전력이 균등히 분배되고, 위상차가 90。로 유지되는 등 매우 우수한 성능을 가짐을 확인하였다.

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Analysis of Parameters Influence on the Characteristics of Thomson Coil Type Actuator of Arc Eliminator Using Adaptive Segmentation Equivalent Circuit Method

  • Li, Wei;Jeong, Young-Woo;Yoon, Hee-Sung;Koh, Chang-Seop
    • Journal of Electrical Engineering and Technology
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    • 제5권2호
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    • pp.282-289
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    • 2010
  • A Thomson coil type actuator is applied as the driving unit in an arc eliminator system. To eliminate the arc efficiently, the speed of the actuator is required as fast as possible with certain limit of the exciting current. Therefore, the dynamic characteristics of the Thomson coil type actuator should be analyzed in an effective way. In this paper, a novel solving technique has been developed based on the equivalent circuit model which is set up by dividing the conducting plate into multi segments. To guarantee the calculation accuracy and improve the calculation efficiency, an adaptive refinement algorithm is suggested based on the field continues condition. The proposed method has been verified by the FEM calculation and experiment. The influence of circuit and plate parameters to the performance of the actuator is also investigated, from which a reasonable set of parameters can be found.

공공도서관의 어린이자료실에 있어서 서비스프로그램으로 본 평면유형에 관한 연구 (A Study on Plan Types of Service Program in Children's Department of Public Library)

  • 천혜선;이정미;임채진
    • 한국실내디자인학회논문집
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    • 제17권3호
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    • pp.51-58
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    • 2008
  • Lately, in public libraries, there are various service programs for child user by corresponding to importance of reading based education and also a variety of changes by accommodating family based cultural life style. Therefore there is a need for space planning based study on unit-data room. This study gives guide-line of space planning through categorizing of space plot and furniture lay-out in child data room. The researcher, as a first step, searched web sites of 29 data rooms of 26 libraries and summarized space plots and features of data rooms through in-person visits. Then the author made a categorization standard and did a general analysis of featured data rooms through multiple categorization steps. There are Basic Type, General Type, Book-Shelf Centered Type, Book-shelf Scattered type and Multi-Functional Type out of this categorization steps. In sum, six categorizing bases, dividing infant room from child room, space zonning, position of entrance, compactness of reading space, position of book-shelf and orientation of book-shelf will be important design standards for child data-room of future libraries and an effective guide-lines for other unit data-rooms.