• 제목/요약/키워드: Sitting Position

검색결과 363건 처리시간 0.026초

하나의 IMU를 이용한 앉은 자세 분류 연구 (Research on Classification of Sitting Posture with a IMU)

  • 김연욱;조우형;전유용;이상민
    • 재활복지공학회논문지
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    • 제11권3호
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    • pp.261-270
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    • 2017
  • 바르지 못한 앉은 자세는 다양한 질병과 신체 변형을 유발한다. 하지만 오랜 시간동안 바른 앉은 자세를 유지하는 것은 쉬운 일이 아니다. 이러한 이유 때문에 그동안 자동으로 바른 앉은 자세를 유도하기 위한 다양한 시스템이 제안되어왔다. 이전에 제안되었던 앉은 자세 판별 및 바른 앉은 자세 유도 시스템은 영상 처리를 이용한 방법, 의자에 압력센서를 달아 측정하는 방법, IMU(Internal Measurement Unit)를 이용한 방법이 있었다. 이 중 IMU를 이용한 측정 방법은 하드웨어 구성이 간단하고, 공간, 광량 등의 환경적 제한이 적어 측정에 있어서 용이한 이점이 있었다. 본 논문에서는 하나의 IMU를 이용하여 적은 데이터로 효율적으로 앉은 자세를 분류하는 방법을 연구하였다. 특징추출 기법을 이용하여 데이터 분류에 기여도가 낮은 데이터를 제거하였으며, 머신러닝 기법을 이용하여 앉은 자세 분류에 적합한 센서 위치를 찾고, 여러 개의 머신러닝 모델 중 가장 분류 정확도가 높은 머신러닝 모델을 선정하였다. 특징추출 기법은 PCA(Principal Component Analysis)를 사용하였고, 머신러닝 모델은 SVM(Support Vector Machine), KNN(K Nearest Neighbor), K-means (K-means Algorithm) GMM (Gaussian Mixture Model), and HMM (Hidden Marcov Model)모델을 사용하였다. 연구결과 데이터 분류율이 높게나온 뒷목이 적합한 센서 위치가 되었으며, 센서 데이터 중 Yaw데이터는 분류 기여도가 가장 낮은 데이터임을 PCA 특징추출 기법을 이용하여 확인하고, 제거하여도 분류율에 영향이 매우 작음을 확인하였다. 적합 머신러닝 모델은 SVM, KNN 모델로 다른 모델에 비하여 분류율이 높게 나오는 것을 확인할 수 있었다.

신체 자세의 변화가 하악의 안정위와 비틀림 회전운동에 미치는 영향 (Effect of Body Posture on the Rest Position and the Rotational Torque Movement of the Mandible)

  • 정승아;한경수;박미성;양근영
    • Journal of Oral Medicine and Pain
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    • 제25권4호
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    • pp.383-394
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    • 2000
  • This study was performed to investigate the effect of change of body posture on the rest position and the rotational torque movement of the mandible. Thirty dental students without any signs and symptoms of temporomandibular disorders and with natural dentition were selected for this study. Cervical inclination and the amount of the mandibular movement on protrusion, on left and right excursion, and on tapping in three body postures such as sitting position, supine position without pillow, and supine position with pillow were measured by goniometer, Cervical-Range-of-$Motion^{(R)}$, and mandibular tracking device, $BioEGN^{(R)}$ with $Rotate!^{(R)}$ program. The data obtained were classified and processed according to body posture and type of lateral guidance with SPSS windows program and the results were as follows: 1. There was significant difference among the three cervical inclinations by body postures. 2. Comparison of mandibular rest positions among body postures showed significant difference only for lateral distance in frontal plane, but comparison between before and after swallowing showed significant difference except for the lateral distance, vice versa. 3. Distance and amount of the rotational torque movement on protrusion and/or lateral excursions didn't show any difference by body posture. But by both body posture and lateral guidance type, there were slightly significant difference for some items. 4. A significant difference was shown for the rotational torque movement in frontal plane on tapping by body postures, for the lateral distance in frontal plane on sitting position by lateral guidance type, and for the rotational torque movement in frontal plane by both body posture and lateral guidance type.

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45도 기대어 앉은 자세에서 PNF호흡운동이 20대 정상인의 복합적 폐활량과 최대환기량에 미치는 영향 (The Effects on the Convergence Vital Capacity and Maximal Voluntary Volume of 20's Normals Proprioceptive Neuromuscular Facilitation Respiration Exercise by Sitting Position)

  • 김옥기;박승환;서교철
    • 한국융합학회논문지
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    • 제11권5호
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    • pp.43-49
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    • 2020
  • 본 연구의 목적은 20대 대학생들을 대상으로 45도 기대어 앉은 자세에서 실시한 PNF호흡운동을 통해 폐활량과 최대환기량에 미치는 영향을 알아보았다. 대상자는 20대 대학생 정상인 20명을 실험군 10명과 대조군 10명으로 동공처리방식으로 배치하였다. 실험은 4주간 실시하였는데 이때 1주일에 3회로, 1회 30분씩 실시하였다. 실험방법으로 실험군은 45도 기대어 앉은 자세에서 PNF를 적용한 호흡운동을 30분간 실시하였고 대조군은 45도 기대어 앉은 자세에서 횡격막호흡운동을 30분간 실시하였다. 실험대상자들은 실험 전과 후에 폐활량측정기로 폐활량과 최대환기량을 측정하여 기록을 분석하였다. 본 연구의 결과는 실험군이 대조군보다 폐활량, 최대환기량에서 유의한 증가가 나타났다(p<.05). 결과를 통해 45도 기대어 앉은 자세에서 PNF를 이용한 호흡운동을 실시 할 때 실험자의 수기로 인한 적절한 저항을 적용하는 PNF패턴이 이완성 호흡을 중시하는 횡격막호흡운동보다 더 크게 호흡능력의 증가가 나타난 것으로 사료된다.

앉은 자세각도에 따른 PNF를 융합한 호흡운동이 20대 여대생의 폐활량에 대한 비교 (The Effects on the Pulmonary Function of 20's Females Proprioceptive Neuromuscular Facilitation Respiration Pattern Convergence Exercise by Sitting Position)

  • 서교철;박승환;조미숙
    • 한국융합학회논문지
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    • 제10권6호
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    • pp.95-101
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    • 2019
  • 본 연구의 목적은 20대 여대생을 대상으로 45도 기대어 앉은 자세와 바로 누운 자세에서 PNF를 융합한 호흡운동을 실시하였을 때 폐기능에 미치는 영향을 알아보고자 한다. 20대 정상인 20명을 대상으로 실험군 10명, 대조군 10명으로 무작위 배치하였다. 실험은 4주간 실시하였으며, 주당 5회 30분씩 실시하였다. 실험군은 45도 기대어 앉은 자세에서 PNF 호흡운동 30분을 실시하였고 대조군은 바로 누운 자세에서 PNF 호흡운동 30분을 실시하였다. 실험대상자들은 실험전과 실험후에 폐활량분석기를 통해 폐기능을 평가하여 분석하였다. 본 연구의 결과는 실험군이 대조군보다 호기예비용적과 폐활량, 최대환기량에서 유의한 증가를 보였다. 본 연구를 통해 45도 기대어 앉은 자세에서 PNF호흡패턴운동을 실시한 실험군이 바로 누워 PNF호흡운동을 실시한 대조군보다 폐기능의 증진을 볼 수 있었다.

Changes of abdominal muscle activity according to trunk stabilization exercises using a Swiss ball

  • Lee, Suk Min;Lim, Hee Sung;Byun, Hyo Jin;Kim, Myung Joon
    • Physical Therapy Rehabilitation Science
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    • 제9권1호
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    • pp.18-24
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    • 2020
  • Objective: The purpose of this study was to compare the activities of the abdominal muscles according to trunk stabilization exercises using Swiss ball in normal individuals. Design: Cross-sectional study. Methods: Ten healthy university students participated in this study. The subjects were required to complete the following three exercise positions: Exercise position 1, sitting on a Swiss ball and lifting the legs; Exercise position 2, pushing to a plank position from an ending position; and Exercise position 3, push-up posture with the legs on a Swiss ball. Changes in the trunk muscle activities were estimated using Biometric electromyography (EMG). Activities of the dominant side internal oblique muscle (IOM) and external oblique muscle (EOM) were estimated in all participants. The maximal voluntary isometric contraction (MVIC %) was measured to standardize the EMG signals for the IOM and EOM during maximum resistance when sitting up with each shoulder pointing towards the contralateral pelvis with knees bent and both arms crossed on the chest for 5 seconds. Results: There was a significant difference in the activity of the internal and external oblique muscles between Exercises 1 and 2 and Exercises 1 and 3 (p<0.05). Furthermore, the IOM/EOM activity ratio was the greatest during Exercise 3 and the smallest during Exercise 1. IOM and EOM activities were the greatest during Exercise 2 with greater EOM activity. Conclusions: In future studies, it will be necessary to investigate muscle activities by supplementing the above-mentioned limitations during the stabilization exercise. The results of this study may be used as a basis for controlling the intensity and frequency of exercise while prescribing trunk stabilization exercises.

Movement Analysis of Elderly People during Ingress/Egress from Different Seat Heights

  • Kim, Yong-Chul
    • 대한인간공학회지
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    • 제30권5호
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    • pp.605-611
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    • 2011
  • Objective: The aim of this study was to investigate the influence of seat heights for optimizing the ingress/egress performance in the elderly people. Background: Recently elderly users have been increasing in number and the ease of ingress/egress of the vehicle becomes an important issue. Method: Seven elderly subjects participated in this study(age: 71.7${\pm}$3.6yr, height: 167.7${\pm}$5.4cm, weight: 68.1${\pm}$11.5kg). Each subject performed the sitting and rising task from comfortable seated position on the chair under the following conditions: (1) with a lumbar support and (2) without a lumbar support. We measured EMG activities of seven muscles(tibialis anterior, soleus, gastrocnemius, vastus lateralis, rectus femoris, biceps femoris and erector supinae) and ranges of motion in lower limb during sitting and standing from three different heights (400mm, 500mm and 600mm from ground) of slide-up seat. Results: Muscle activities and angular movements of hip and knee joints during standing-up and sitting-down with a high seat height(600mm) were reduced mean 30.4% in extensor muscles, 57.11% in flexor muscle, 18.74% in erector muscle and 31.0% in joints compared with a low seat height(400mm). Conclusion: Muscle activities and joint movements in hip and knee were reduced when rising/sitting from a high seat height(600mm) compared with a low seat height(400mm). Application: This study can be used to design vehicle that are easy to get in and out of by older peoples with or without impairments.

자세변화에 대한 뇌성마비아동(경직성 양마비)의 손 기능 차이 비교와 제변수와의 상관관계의 연구 (The Effect of Positioning on the Hand Function and Correlation of Variable in Children with Cerebral Palsy(Spastic Diplegia))

  • 정민예;구애련;권혁철
    • 한국전문물리치료학회지
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    • 제3권3호
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    • pp.44-58
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    • 1996
  • The purpose of this study was to compare and evaluate various hand functions in the most common position (chair sitting, standing, floor sitting) used by cerebral palsied children with spastic diplegia. The results, analysed statistically, could be useful in suggesting treatment strategy for the improvement of hand function in such patient. For this study, 27 children mild or moderate spastic diplegia were chosen. They were patients of the Rehabilitation Hospital, Yonsei University Medical Center. Both dominant and nondominant hands were tested by the Box and Block Test. Bilateral hand function was tested by bead striding and card sorting activities. Collected data was analysed using univariate correlation analysis and MANOVA. Results were as follows: 1) In chair sitting there was a significant positive correlation between dominant hand scores in the Bloc and Box Test and chronological age, gestation period, and time of treatment initiation. In bilateral hand function, card sorting scores correlated positively with time of treatment initiation. 2) In standing, there was a significantly positive correlation between dominant hand scores in the Block and Box Test and time of treatment initiation. 3) In floor sitting, there was a significantly positive correlation between the dominance hand scores in the Block and Box Test and the tine of treatment initiation. Bead stringing, a bilateral hand activity, correlated positively with gestation period and birth weight but negatively with the postnatal incubation period. 4) That score of children who walked showed no significant difference in any of the three postures. 5) Highest test scores in children who could nat walk were in the Box and Block Test for nondominant hand in bead stringing for bilateral hand function. There scores occurred with the children in thee chair sitting posture. The results showed that, in order to improve hand function in children with spastic diplegia, it is necessary to maintain a well supported upright trunk posture with variations allowed for relevance to the chosen position of thee improvements hand activity being performed.

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재가 노인의 체위성 저혈압 발생빈도와 위험요인 (Prevalence and Risk Factors of Orthostatic Hypotension among the Community-Dwelling Aged)

  • 유수정;송미순;김현숙
    • 대한간호학회지
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    • 제33권2호
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    • pp.200-209
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    • 2003
  • Purpose: This study was to identify the prevalence of orthostatic hypotension and its association with risk factors of orthostatic hypotension aged over 60 in Seoul and Chungju, Korea. Method: The data were collected from the 22th of August, 2000 to the 7th May 2001. The participants were 74 community-dwelling aged who could stand up from sitting position without assistance. Subjects were interviewed with structured questionnaire in order to ask experience of previous falls, hours in per day, symptoms related orthostatic hypotension and demographic characteristics. Orthostatic hypotension was assessed at 1 minute after the subjects standing from sitting position and defined as 20mmHg or greater decrease in systolic blood pressure after standing. Result: The prevalence of orthostatic hypotension was 17.1%. The mean drop of systolic blood pressure was 27.46mmHg among orthostatic hypotension subjects. The significant variables which explain the occurrence of orthostatic hypotension was the basal systolic blood pressure, the hit ratio of discriminant function with basal systolic blood pressure was 69.7%. Conclusion: Finding indicate that this study will contribute to develop nursing strategies to identify risk factors and to prevent orthostatic hypotension for the aged.

브래지어 총(總) 길이 적합성(適合性)에 관(關)한 연구(硏究)(II) (A Study on the adaptedness of brassiere underbust length)

  • 박유신;최영순
    • 패션비즈니스
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    • 제10권1호
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    • pp.31-40
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    • 2006
  • We studied relation between the clothing pressure applied by types of brassiere, postures, feeling of tightness. The main results were summerized as follows; 1. The research subjects of this study were 9 who rate of body fat was borderline and degree of fatness was normal. As a result of clothing pressure, the most prefered value was $36.86g/cm^2$ on sensor 2 in standing position and the next was $34.76g/cm^2$ on sitting position. Furthermore, The maximum value of sensor 2 was $59.08g/cm^2$ (in standing), $57.93g/cm^2$ (in sitting). On the other hand, The average clothing pressure of bra C type was $23.67g/cm^2$ 2. The study of feeling of tightness applied by bra type was high in order of C