• 제목/요약/키워드: Surface EMG Signal

검색결과 87건 처리시간 0.025초

상지운동 동안 복부에 적용된 압력 차이가 요부와 복부 근육 활성도에 미치는 영향 (Effect of Applied Pressure Differences to Abdomen on Lumbar and Abdominal Muscle Activation During Upper Limb Exercise)

  • 고은혜;윤혜선;신헌석;이강성
    • 대한물리치료과학회지
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    • 제10권2호
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    • pp.96-103
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    • 2003
  • The purpose of this study was to assess the effect of applied pressure to abdomen on lumbar and abdominal muscle activation during upper limb exercise. The experimental group consisted of twenty-seven healthy male subjects (mean age=$22.40{\pm}2.19years$, mean height=$175.30{\pm}2.19cm$, mean weight= $67.67{\pm}7.44kg$, RM=$8.43{\pm}2.76kg$). In each different pressure condition (OmmHg, 30mmHg, 70mmHg, 100mmHg), upper limb exercise was performed in total of 10 trials with 10 RM dumb-bell exercise. Lumbar and abdominal muscle activity was measured using surface bipolar electrode electromyography(EMG). EMG activity was measured from upper rectus abdominis, external oblique abdominis, internal oblique abdominis, and elector spinae. The raw EMG signal was processed into the root mean square(RMS). All RMS EMG data were normalized and express as a percentage of the EMG(%EMG). Collected data were statistically analyzed by SPSS/PC Ver 10.0 using two-way analysis of variance for repeated measures($4{\pm}3$) and Bonferroni post hoc, test. Lumbar and abdominal muscle activation was significantly increased when 100 mmHg was applied(p<.05). Upper rectus abdominis activation was significantly increased compared as other muscles activation(p<.05). However, there were no interaction between pressure and muscles(p>.05). The findings of this study can be used as a fundamental data when lumbar orthosis is applied and external pressure can be used as a therapeutic tool.

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표면근전도 신호를 활용한 CNN 기반 한국 지화숫자 인식을 위한 아래팔 근육과 전극 위치에 관한 연구 (Study on Forearm Muscles and Electrode Placements for CNN based Korean Finger Number Gesture Recognition using sEMG Signals)

  • 박종준;권춘기
    • 한국산학기술학회논문지
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    • 제19권8호
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    • pp.260-267
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    • 2018
  • 표면근전도(sEMG) 신호의 응용은 초기에는 단순히 근육 활성도의 유무를 판별하여 On/Off 의 스위치 기능으로 많이 사용되어 왔으나, 표면근전도 신호처리와 알고리즘의 발달로 휠체어의 방향 제어는 물론 수화를 인식하는 분야까지 확대되었다. 청각 장애인들의 언어 소통을 위한 중요한 수단인 수화나 지화는 미학습자와는 소통의 어려움이 존재해왔으며, 이러한 어려움을 해결하기 위해 수화나 지화를 인식하는 기술에 대한 연구가 지속적으로 수행되어 왔다. 최근에는, 수화나 지화 시연시에 활성화되는 근육의 신호를 활용하여 수화나 지화를 인식하는 방법이 중국 숫자지화 중심으로 적용되고 있는 추세이다. 하지만, 수화나 지화는 일반 음성언어와 마찬가지로 중국 숫자지화와 한국 숫자지화가 다르므로, 중국 숫자지화 시연시에 관여하는 근육이 한국 숫자지화 시연시에는 관여하지 않을 수가 있어, 인식률이 현저히 떨어질 수 있다. 그러므로 한국 숫자지화 시연시에 활성화되는 근육의 선정은 표면근전도 신호에 기반한 한국 숫자지화 인식률에 매우 중요하다. 하지만, 표면근전도 신호에 기반한 한국 숫자지화 인식에 대한 연구는 문헌에서 드물다. 본 연구에서는 표면근전도 신호를 활용한 한국수화 또는 한국지화의 인식에 관한 초기 연구로서, 한국 숫자지화를 시연시에 관여하는 아래팔근육을 제안하고 실험을 통하여 검증하기 위해 숫자 영(0)부터 다섯(5)의 여섯 가지 한국 숫자지화를 대상으로 인식하는 연구를 수행하였다. 이를 위해, 표면근전도 신호를 활용한 CNN 기반 지화인식 방법에 적용하여 여섯 가지 한국 숫자지화에 대하여 100%의 인식률을 확인함으로써, 여섯 가지 한국 숫자지화 인식을 위해 제안된 아래팔근육과 전극위치의 타당성을 검증하였다.

유비쿼터스 기반 휴대용 방광기능 검사 장치 (Portable urodynamics monitoring system based on ubiquitous technology)

  • 김거식;안양수;송철규
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2007년도 심포지엄 논문집 정보 및 제어부문
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    • pp.43-45
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    • 2007
  • We developed a portable urodynamics monitoring system using personal digital assistance (PDA) and proposed a new method for measuring the abdominal pressure in non invasive mode using surface EMG signals. This system is consisted of a signal conditioning and control module and could measure the vesical, abdominal and detrusor pressure. The result showed a high correlation coefficient between the practical abdominal pressure, using a conventional rectal catheter and the estimated values, by our proposed algorithm (r=0.81). This system should prove a useful tool in the future evaluations of ambulatory urodynamics monitoring study.

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노동현장 기준데이터 제시를 위한 손근육의 근활성도 및 근피로도에 관한 연구 (A Study on the Muscle Activity and Fatigue of Hand Muscle for the Presentation of Normative Data in Labor Environment)

  • 김경현;이호용;신화영;정성훈;김성환
    • 전기학회논문지
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    • 제57권12호
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    • pp.2336-2344
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    • 2008
  • In this paper, muscular activity and muscle fatigue of FDI(first dorsal interosseous muscle) and thenar muscle of hand was analyzed with surface EMG signal based on four kinds of attitudes(grip, tip, key and palmar) to measure grip strength and pinch strength after hand operation and rehabilitation treatment. The normative data are needed to interpret evaluation data to assess a patient's ability to return to labor environment. The preceding researchers proposed the standard data only by studying on maximum grip strength and the maximum pinch strength followed by each attitude of subjects' hands. But in this study, the muscle activity and muscle fatigue were considered under the various attitude to propose normative data. As a results, the muscle fatigue may be used only for presentation of normative data in labor environment.

교각운동 시 복부 드로잉-인 방법이 요부 전만과 체간 및 하지의 근 활성도에 미치는 영향 (The Influence of Abdominal Drawing-In Maneuver on Lumbar Lordosis and Trunk and Lower Extremity Muscle Activity During Bridging Exercise)

  • 김은옥;김택훈;노정석;신헌석;최홍식;오동식
    • 한국전문물리치료학회지
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    • 제16권1호
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    • pp.1-9
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    • 2009
  • An abdominal drawing-in maneuver (ADIM) with a pressure biofeedback unit can be used to prevent excessive lumbar lordosis during bridging exercise. Therefore, in this research, the effects of an ADIM on lumbar lordosis and lower extremity muscle activity during bridging exercise were investigated in thirty healthy adults. Surface electromyography (EMG) and VICON system were used to collect kinematic data and muscle activity, respectively. A paired t-test was used to determine a statistical significance. The results showed as follows: (1) When performing bridging exercise with an ADIM, the height of the anterior superior iliac spine and greater trochanter decreased significantly (p<.05). (2) When performing bridging exercise with an ADIM, the trunk extension angle and pelvic angle increased significantly (p<.05). (3) When performing bridging exercise with an ADIM, the EMG signal amplitude increased significantly in the rectus abdominis, internal oblique abdominis, external oblique abdominis, medial hamstring, and lateral hamstring (p<.05). (4) When performing bridging exercise with an ADIM, the EMG signal amplitude decreased significantly in the erector spinae (p<.05). From the result of this research, an ADIM trained with pressure biofeedback unit during bridging exercise is effective to prevent excessive contraction of erector spinae, to limit excessive motion of pelvis from sagittal plane and to increase muscle activity of abdominal muscles and hamstring muscle.

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등속성 운동 시 근전도 주파수 분석에서 얻은 피로지수의 특성 (Characteristics of the Fatigue Index in EMG Power Spectrum Analysis During Isokinetic Exercise)

  • 원종임;조상현;이충휘;권오윤;이영희;박정미
    • 한국전문물리치료학회지
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    • 제8권3호
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    • pp.11-26
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    • 2001
  • In rehabilitation programs involving muscle re-education and endurance exercise, it is necessary to confirm when fatigue occurs. It is also necessary to quantify fatigue, to confirm whether the muscle has been exercised sufficiently. In general, as fatigue occurs, the force-generating ability of the muscle is reduced. If the median frequency (MDF) obtained from electromyogram (EMG) power spectrum is correlated highly with work, then the timing and degree of fatigue may be confirmed. This study examined the relationship between work and MDF obtained from the EMG power spectrum during repetitive isokinetic exercise. Surface EMG signals were collected from biceps brachii and vastus lateralis of 52 normal subjects (26 males, 26 females) at $120^{\circ}/sec$ and $60^{\circ}/sec$ while performing an isokinetic exercise. The exercise was finished at 25% of peak work. MDF data was obtained using a moving fast Fourier transformation (FFT), and random noise was removed using the inverse FFT, then a new MDF data was obtained from the main signal. There was a high correlation between work and MDF during repetitiv isokinetic exercise in the biceps brachii and vastus lateralis of males and the biceps brachii of females (r=.50~.77). However, there was a low correlation between work and MDF in the vastus lateralis of females (r=.06~.19).

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Activation of Paraspinal, Abdominal, and Hip Muscles During Various Low Back Stabilization Exercises in Males and Females

  • Yoo, Won-Gyu;Lee, Hyun-Ju
    • 한국전문물리치료학회지
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    • 제11권4호
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    • pp.19-29
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    • 2004
  • Many muscles of the trunk and hip are capable of contributing to the stabilization and protection of the lumbar spine. To have optimal effectiveness, a training program should include dynamic back/stomach/hip exercises. This study was designed to assess the L5 level paraspinal, external abdominal oblique, and gluteus maximus muscle activities during various low back stabilization exercises. Participants were 26 healthy adults (13 males, 13 Females), aged 21 to 28 years. The surface electromyography (EMG) was recorded from the L5 level paraspinal, external abdominal oblique, and gluteus maximus muscles. The recorded signal was averaged and normalized to the maximal electromyographic amplitude obtained during the maximal voluntary contraction. The measurements were taken during 3 low back stabilization exercises. One-way analysis of variance with repeated measures was used to examine the difference, and a post hoc test was performed with least significant difference. A level of significance was set at p<.05. The significance of difference between men and women, and between the electromyographic recording sites was evaluated by an independent t-test. The EMG activity for the externus oblique and gluteus maximus muscles had significant differences among 3 exercises (p<.05). In males, the EMG activity for the external abdominal oblique muscle had significantly increased differences during exercises 1 and exercise 2 (p<.05). The gluteus maximus muscle had significantly increased differences during exercise 2 and exercise 3 (p<.05). In females, the multifidus muscle had significantly increased difference during exercise 3 (p<.05), the external abdominal oblique muscle had significantly increased difference during exercise 1 (p<.05). and the gluteus maximus muscle had significantly decreased difference during exercise 3 (p<.05). The results were that the external abdominal oblique muscle was apparently activated during the curl-up exercise in females and males, and the multifidus muscle was apparently activated during the bridging exercise in females and during the sling exercise in males and females.1)In comparison of the %MVC between males and females, exercise 2 and exercise 3 apparently activated of the multifidus and gluteus maximus muscles in both males and females (p<.05). The EMG activity of the gluteus maximus muscle of the males significantly increased during exercise 2 and exercise 3 (p<.05). The EMG activity the multifidus muscle of the females was significantly increased during exercise 2 and exercise 3 (p<.05). More research is needed to understand the nature of motor control problems in the deep muscles in patients with low back pain.

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Application of Multiple Fuzzy-Neuro Controllers of an Exoskeletal Robot for Human Elbow Motion Support

  • Kiguchi, Kazuo;Kariya, Shingo;Wantanabe, Keigo;Fukude, Toshio
    • Transactions on Control, Automation and Systems Engineering
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    • 제4권1호
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    • pp.49-55
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    • 2002
  • A decrease in the birthrate and aging are progressing in Japan and several countries. In that society, it is important that physically weak persons such as elderly persons are able to take care of themselves. We have been developing exoskeletal robots for human (especially for physically weak persons) motion support. In this study, the controller controls the angular position and impedance of the exoskeltal robot system using multiple fuzzy-neuro controllers based on biological signals that reflect the human subject's intention. Skin surface electromyogram (EMG) signals and the generated wrist force by the human subject during the elbow motion have been used as input information of the controller. Since the activation level of working muscles tends to vary in accordance with the flexion angle of elbow, multiple fuzzy-neuro controllers are applied in the proposed method. The multiple fuzzy-neuro controllers are moderately switched in accordance with the elbow flexion angle. Because of the adaptation ability of the fuzzy-neuro controllers, the exoskeletal robot is flexible enough to deal with biological signal such as EMG. The experimental results show the effectiveness of the proposed controller.

다기능성 인솔 착용 시 하지의 근활성도 분석 (The Analysis of Muscle Activities on the Lower Limb during Wearing Functional Insole)

  • 박재영
    • 한국운동역학회지
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    • 제20권3호
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    • pp.327-336
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    • 2010
  • The purpose of this study was to analyze muscle activities on functional insole with diet effect. Originally, ten healthy female subjects with an average age of 23.2 year(S.D=1.1), weight of 49.7 kg(S.D=4.9), height of 163.2 cm(S.D=3.5) and a shoe size of 237.5 cm(S.D=4.9) were participated in this experiment. Ten healthy females walked on a treadmill(speed=about 4.2 km/h) wearing two different insole types. Muscle activities data was collected using the EMG operating system. The surface EMG signal for tibialis anterior(TA), gastrocnemius(GA), vatus lateralis(VL) and biceps femoris(BF) were acquired at the RMS(10 Hz, 350 Hz) using Noraxon Telemyo DTS system(Noraxon inc, USA). This study processed the data using the Windows SPSS ver.17.0 to get an independent t-test, with the setting, p<.05. Analysis of muscle activity were measured and calculated during walking. The results are as follow: Functional insole wearing were increased muscle activities significantly from Tibialis anterior(TA) during total gait cycle. Normal distribution was demonstrated in total step of stances period. One foot standing position showed decreased muscle activity. Two foot standing position was demonstrated with gastrocnemius and biceps femoris. As a result of the analysis, Functional insole will inerease the diet effect in the use of four muscle groups.

Coherence Analysis of Jaw and Neck Muscle Coordination during Chewing in Healthy Adults

  • Ho-Jun Song;Sang-Ho Han;Ji-Yeon Kim;Yeong-Gwan Im
    • Journal of Oral Medicine and Pain
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    • 제48권4호
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    • pp.159-168
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    • 2023
  • Purpose: Coordinated activity between the jaw and neck muscles is important in oral motor tasks such as chewing. This study examined coherence between the jaw and neck muscles during chewing in healthy adults. Methods: A total of 12 healthy adults underwent electromyography (EMG) of the jaw and neck muscles during right-sided chewing at a frequency of 1 Hz. Surface electrodes were placed over the temporalis (TA), masseter (MS), anterior digastric (DA), and sternocleidomastoid (SM) muscles on the right side. EMG signals were processed for coherence and phase analysis using advanced signal processing techniques. Results: The MS and TA muscle pair exhibited high synchronization when chewing (median coherence=0.992). Contrarily, the coherence values between the MS and DA, as well as the MS and SM muscle pairs, were relatively low (median coherence=0.848 and 0.957, respectively). Phase analysis revealed minimal temporal differences between the MS and TA muscle pair and the MS and SM muscle pair, whereas substantial phase shifts were observed between the MS and DA muscle pair. Conclusions: During chewing in healthy adults, the TA muscle works synergistically whereas the DA muscle antagonistically with the MS muscle, and the SM muscle supports the activity of the MS muscle. The observed synchrony and coordination provide insights into the intricate interplay among these muscles during oral motor tasks.