• Journal of Sensor Science and Technology
• /
• v.12 no.2
• /
• pp.88-94
• /
• 2003

Electromyogram (EMG) is the bioelectric signal induced by motor nerves. Analyzing EMG with the movement produced by muscle contraction, we can provide input commands to a computer as a man-machine interface as well as can evaluate the patient's motional abnormality. In this paper, we developed an integrated miniaturized device which acquires and transmits the surface EMG of an interested muscle. Developed system measures $60{\times}40{\times}25mm$, weighs 100g. Using an amplifier circuitry on the electrodes and the radio frequency transmission, the developed system dispenses with the use of cables among the electrodes, amplifier, and the post processing system (personal computer). The wiring used in conventional systems can be obstacle for natural motion and source of motion artifacts. In results, the developed system improves not only the signal-to-noise ration in dynamic EMG measurement, but also the user convenience. We propose a new human-computer interface as well as a dynamic EMG measurement system as a possible application of the developed system.

• The Journal of Korean Institute for Practical Engineering Education
• /
• v.3 no.1
• /
• pp.200-205
• /
• 2011

This research is first to analyze an electomygram reaction of the lower limbs among the muscles used during a back-round kicking of Taekwondo, second to analyze the relationship between the muscles of the kicking limb and those of the supporting limb, third to compare EMG activity of expert with novice. Measured muscles are as follows; rectus fermoris which control flexion and stretching of femora and knee joints, vastus medialis and vastus lateralis, which control flexion and stretching of legs, and biceps fermoris, which control stretching of femora, bending of knee joints and abduction of the crus. The electomygram reaction of all these selected muscles were analyzed. Three kicks were performed, and electomygram of each of kicks were measured. Then, electomygram reaction of the best kick was used for electomygram analysis.

• Sleep Medicine and Psychophysiology
• /
• v.8 no.1
• /
• pp.59-66
• /
• 2001

Objectives: This study examined the effect of mood and personality characteristics on psychophysiological responses measured by a biofeedback system in a normal population. Methods: Fifty healthy volunteers without any history of medical or psychiatric illnesses participated in this study. We measured the Spielberger trait anxiety inventory, Beck depression inventory, and Eysenck personality questionnaires in these subjects. Using the J & J biofeedback system, we also measured skin temperature, electrodermal response, forearm and frontal electromyography (EMG)s in 3 experimental conditions of baseline, stress, and recovery phases. Results: Trait anxiety did not show any significant correlation with psychophysiological responses except stress response in forearm EMG levels(r=0.282, p<0.05). Depressed mood was negatively correlated with forearm EMG levels in baseline (r=-0.299, p<0.05) and recovery phases(r=-0.314, p<0.05). Subjects with relatively high levels of depressed mood showed different stress and recovery responses in frontal EMG levels compared with those with relatively low levels of depressed mood (F=4.26, p<0.05). Extroverted subjects showed higher levels of forearm EMG than introverted ones in stress phase. Conclusion: Mood and personality characteristics in healthy subjects are closely related with psychophysiological responses measured by a biofeedback system. We suggest that mood and personality characteristics should be considered as important variables in analyzing abnormal psychophysiological responses in some psychiatric patients.

• Journal of Biomedical Engineering Research
• /
• v.21 no.2
• /
• pp.219-224
• /
• 2000

본 연구는 몸통의 반복적인 flexion/extension 동작 수행시 근전도신호를 측정하고 이들 신호에서 나타난 EMG parameters(median frequency, median power, RMS) 와 피실험자의 주관적 불편도의 변화양상간의 정량적인 관계를 알아보고자 수행되었다. 피실험자별로 3-5회 정해진 업무를 수행하였고 주관적불편도와 근전도 신호를 측정하였다. 실험결과 반복횟수가 증가할수록 주관적 불편도는 증가하였으며 각 task 별로 EMG parameter와 불편도의 증감율 간의 회귀분석과 상관분석을 수행한 결과 실험과 EMG parameter에 따른 변이는 존재했지만 대체로 RMS에 비해 MF와 MP의 증감율이 불편도 증감율과 상관관계가 높은 것으로 나타났다.

• Journal of rehabilitation welfare engineering & assistive technology
• /
• v.7 no.1
• /
• pp.39-43
• /
• 2013

In this paper, we present a effective method of gait rehabilitation training using critical point of median frequency in muscle fatigue analysis using EMG. To target the five healthy volunteers, EMG signal were measured in the quadriceps femoris muscle and the tibialis anterior muscle in order to determine muscle fatigue. We performed a test targeting three adult male for 30 minutes on a treadmill at a speed of 6km/h same. EMG signal analysis in frequency and median frequency is calculated to quantification of muscle fatigue, and calculated the critical point which is saturated by muscle fatigue during 30 minutes. We set saturated point the threshold which muscle can withstand. The results of this paper, we are able to quantify the threshold of the muscle.

• Journal of rehabilitation welfare engineering & assistive technology
• /
• v.1 no.1
• /
• pp.45-52
• /
• 2007

Recently, overweight that is the major cause of diseases is troubled about the serious social problems. To solve this problem, the need of measurement system for the overweight management has been increased. This paper is the study on measurement system. This system analyzes EMG (electromyograph) of the abdomen. Then, checks one's state of health and offers the right medical services wherever and whenever. To analyze EMG of the abdomen, this paper proposes the algorithms that are energy detection, feature detection, classification and recognition, etc. Measurement system based on the analysis algorithms of EMG appraises overweight and physical strength of the abdomen. It also provides the right estimation for one's state of health.

• Physical Therapy Korea
• /
• v.5 no.4
• /
• pp.9-19
• /
• 1998

연구목적 이 연구의 목적은 피로유발수축후 장딴지근과 가자미근의 근전도 power spectrum 중앙경항치를 비교 검사하는 것이다. 실험대상 열 여섯명의 자원자(남자 10, 여자 6)를 대상으로 하였다. 남자 대상자의 연령범위는 25세에서 33세(평균 $28.6{\pm}2.5$)였고 여자 대상자의 연령범위는 26세에서 31세($27.8{\pm}1.9$)였다. 실험방법 실험대상자는 피로유발수축전후 50% 최대등척성근수축을 수행하였다. 자료수집과 분석을 위해 LabVIEW 소프트웨어를 사용하였다. 결과 t-검정결과 내측 장딴지근에서는 피로유발수축후 주파수의 중위값과 평균이 통계적으로 유의하게 감소하였으나 가자미근에서는 통계적으로 유의한 차이가 없었다. t-검정결과 두 근육간 주파수 감소의 차이는 통계적으로 유의한 차이가 있었다. 토의 및 결론 이 결과들은 피로유발수축후 근전도 power spectrum 중앙경향치가 저주파대역으로 감소함을 나타내었다. 이 연구는 중앙주파수와 평균주파수가 피로지수로서의 신뢰도와 타당도가 뛰어나며 객관적 측정과 훈련효과 평가로 사용할수 있음을 보였다.

• Journal of rehabilitation welfare engineering & assistive technology
• /
• v.7 no.2
• /
• pp.69-74
• /
• 2013

In this paper, we propose the pattern classification algorithm of recognizing wrist movements based on electromyogram(EMG) to raise the recognition rate. We consider 30 characteristics of EMG signals wirh the root mean square(RMS) and the difference absolute standard deviation value(DASDV) for the extraction of precise features from EMG signals. To get the groups of each wrist movement, we estimated 2-dimension features. On this basis, we divide each group into two parts with mean to compare and promote the recognition rate of pattern classification effectively. For the motion classification based on EMG, the k-nearest neighbor(k-NN) is used. In this paper, the recognition rate is 92.59% and 0.84% higher than the study before.

• Journal of Oral Medicine and Pain
• /
• v.20 no.1
• /
• pp.205-215
• /
• 1995

저자는 두개하악장애 환자에 대한 교합장치 치료시 group function 교합이 있는 환자에서도 canine guidance교합으로 변화시켜 치료함이 정당한지를 근전도학적 측면과 임상적 측면에서 알아보고자 Group function 교합을 가진 20명의 두개하악장애환자와 10명의 정상인을 대상으로 교합장치치료 전, 도중, 후의 좌우측 교근 및 전측두근의 근전도를 측정하고 두개하악장애지수를 조사한 수 이들 자료를 분석 평가하여 다음과 같은 결론을 얻었다. 1. 정상인군에서 최대이악물기상태의 좌우측 교근 및 전측두근의 근전도는 교합장치치료 도중의 cannine guidance교합시가 교합장치치료전후의 group function 교합시에 비해 낮게 나타났다(P<0.01). 2. 두개하악장애군에서 최대이악물기 상태의 좌우측 교근 및 전측두근의 근전도는 교합장치치료 도중의 canine guidance교합시 교합장치치료전후의 group functin교합시에 비해 낮게 나타났다. (P<0.01). 3. 두개하악장애지수는 교합장치치료 전에 비해 치료 후 감소되는 경향을 나타냈었다(P<0.01)

• Proceedings of the Korea Information Processing Society Conference
• /
• 2015.04a
• /
• pp.1061-1064
• /
• 2015

본 논문은 근전도 센서가 탑재된 손목착용형 웨어러블 디바이스를 통하여 스마트폰의 입력방식을 개선시켜 사용자와 스마트폰간의 인터렉션을 보다 발전시킨 시스템을 다룬다. 이 시스템은 사용자가 손목에 착용한 웨어러블 디바이스에 탑재된 근전도센서를 통하여 손의 고유근의 근전도를 측정함으로서 사용자의 엄지와 검지에 가해지는 힘을 탐지하고 이를 바탕으로 사용자가 스마트폰을 터치했을 경우 해당 터치행위가 사용자가 스마트폰을 의도적으로 힘을 가하여 누른 행위인지에 대한 여부를 판단할 수 있다. 결과적으로 본 논문은 스마트폰과 사용자와의 인터렉션에 있어 근전도 센서를 탑재한 웨어러블 디바이스를 활용하여 사용자의 의도를 보다 효과적으로 스마트폰 제어에 반영시킬 수 있는 행위 인지(Activity Recognition) 터치 인터페이스 시스템을 제안한다.