• Title/Summary/Keyword: emg

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PEM 그래디언트 알고리즘에 관한 연구

  • 김승구
    • Communications for Statistical Applications and Methods
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    • v.3 no.2
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    • pp.239-247
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    • 1996
  • 본 연구에서는 패널티화 대수우도 함수의 해를 구하기 위해 Lange (1995)의 EMG 알고리즘을 적용할 경우에 발생하는 문제점을 제시하고 이를 해결하기 위해 OSLG알고리즘은 EMG 알고리즘이나 Green (1990)의 OSL 알고리즘으로 해결할 수 없는 문제에 쉽게 적용된다. 한편 이 알고리즘은 EMG 알고리즘의 변형이지만 OSL 알고리즘과 같은 국소수렴성질을 갖는다. OSLG 알고리즘은 특히 페널티함수에 대한 2차 도함수행렬이 대각행렬이 아닌 응용분야에서 매우 유용하게 사용될 수 있을 것으로 기대된다.

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Surface EMG Network Analysis and Robotic Arm Control Implementation

  • Ryu, Kwang-Ryol
    • Journal of information and communication convergence engineering
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    • v.9 no.6
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    • pp.743-746
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    • 2011
  • An implementation for surface EMG network analysis and vertical control system of robotic arm is presented in this paper. The transmembranes are simulated by equivalent circuit and cable equation for propagation to be converted to circuit networks. The implementation is realized to be derived from the detecting EMG signal from 3 electrodes, and EMG transmembrane signals of human arm muscles are detected by several surface electrodes, high performance amplifier and filtering, converting analog to digital data and driving a servomotor for spontaneous robotic arm. The system is experimented by monitoring multiple steps vertical control angles corresponding to biceps muscle movement. The experimental results are that the vertical moving control level is measured to around 2 degrees and mean error ranges are lower 5%.

Knee-wearable Robot System Using EMG signals (근전도 신호를 이용한 무릎 착용 로봇시스템)

  • Cha, Kyung-Ho;Kang, Soo-Jung;Choi, Young-Jin
    • Journal of Institute of Control, Robotics and Systems
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    • v.15 no.3
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    • pp.286-292
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    • 2009
  • This paper proposes a knee-wearable robot system for assisting the muscle power of human knee by processing EMG (Electromyogram) signals. Although there are many muscles affecting the knee joint motion, the rectus femoris and biceps femoris among them play a core role in the extension and flexion motion, respectively, of the knee joint. The proposed knee-wearable robot system consists of three parts; the sensor for measuring and processing EMG signals, controller for estimating and applying the required knee torque, and actuator for driving the knee-wearable mechanism. Ultimately, we suggest the motion control method for knee-wearable robot system by processing the EMG signals of corresponding two muscles in this paper. Also, we show the effectiveness of the proposed knee-wearable robot system through the experimental results.

Human Interface Design using Pattern Analysis of Multichannel EMG signals (다채널 EMG 신호의 패턴 해석을 이용한 휴먼 인터페이스의 설계)

  • 이용희;이경호;서재성;황기현
    • Proceedings of the IEEK Conference
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    • 2003.07c
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    • pp.2895-2898
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    • 2003
  • In this study, our primary goal is to classify the EMG(electromyographic) signals including the specific patterns related to hand motions in an arm. To do this, the EMG recognition method based on the LP coefficients and delay between multi-channels obtained by cross-correlation function is presented. The study consists of three functional parts, which are pans for obtaining the EMG signals from am muscle, analyzing LP coefficients and delay parameter obtained by cross-correlation function, and recognizing specific patterns. In the experiment, the result of the present method is compared with the results of the conventional methods. We expect that the results of this study is very effective in the mobile computer and wearable computer environment.

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Development of Dry-type Active Surface EMG Electrode for Myoelectric Prosthetic Hand (근전의수용 건식형 능동 표면 근전도 전극의 개발)

  • 최기원;문인혁;추준욱;김경훈;문무성
    • Proceedings of the IEEK Conference
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    • 2003.07c
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    • pp.2733-2736
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    • 2003
  • This paper proposes a dry-type active surface EMG electrode for the myoelectric prosthetic hand. The designed electrode is small size for embedding in the socket of prosthetic hand, and it has three leads including the reference of signal. To acquire EMG signal rejected the power noise, a precision differential amplifier and various filters such as the band pass filter band rejection filter, low pass and high pass filter are embedded on the electrode. The final output of the electrode is integrated absolute EMG (IEMG) obtained by full rectifier and moving average circuits. From experimental results using the implemented dry-type active surface EMG electrode, the proposed electrode is feasible for the myoelectric prosthetic hand.

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Robust Algorithm for EMG signal Amplitude Estimation in noisy Environment (잡음환경에 강건한 근전도 신호 진폭 추정 알고리듬 제안)

  • Jeon, Chang-Ik;Yoo, Se-Geun;Heo, Young;Kim, Sung-Hwan
    • Proceedings of the IEEK Conference
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    • 2003.07c
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    • pp.2737-2740
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    • 2003
  • This paper has been studied an algorithm for EMG signal amplitude estimation in noisy environment. The proposed method has the first stage decomposing the row vector from the delayed EMG signal and the second stage computing the eigenvalues by the eigen decomposition from the covariance matrix of the EMG signal matrix. The last stage is the estimation of RMS values from the eigenvalues. The proposed method was effective when the amplitude of the EMG signal is small, which means the signal to noise ratio is low.

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