• Title/Summary/Keyword: EMG Signals

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Development of a Mobile Game and Wearable Device for Upper Limb Rehabilitation after Brain Injury (뇌손상 환자의 상지 재활을 위한 웨어러블 장치와 모바일 게임 개발)

  • Lim, Hong Joon;Kang, Youn Joo;Song, Je young;Lee, minbong;Oh, Ji Eun;Ku, Jeonghun
    • Journal of rehabilitation welfare engineering & assistive technology
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    • v.11 no.3
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    • pp.253-259
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    • 2017
  • Conventional upper extremity rehabilitation paradigm after brain injury has several shortcomings that is monotonous, simple, and repetitive in exercises over a long period of time, thereby causing training efficiency to decline as a consequence of low interest and participation. To resolve this issue, this paper proposes a new rehabilitative program integrating a wearable device integrated with EMG and motion sensor and a mobile game for the upper limbs' rehabilitative training. The developed wearable device is manufactured in the form of band, making it easy to wear. The mobile game is designed to enable rehabilitative training through games reflective of flexion, extension, abduction, and adduction identified by motion sensors along with grasp motion recognized by EMG signals measured from the wearable device. It also provides a tailored rehabilitative environment suitable for individual patients based on difficulty adjustments. As a consequence of applying the developed program to 14 brain injury in need of the upper limb rehabilitation and taking surveys on the utility of the developed rehabilitative program, the responses indicated that the developed rehabilitative program is far much more interesting and fun than the conventional rehabilitative program, further to the desire of those surveyed to reuse the developed program in the future.

Characteristics of EMG Median Frequency and Torque in Relation to Low Back Angle During Isometric Back Extension Exercise (등척성 운동 시 요추의 각도에 따른 중앙주파수와 토크의 특성)

  • Park, Kyoung-Hee;Kwon, Oh-Yun;Jang, Kuen;Kang, Sung-Jae;Kim, Young-Ho
    • Physical Therapy Korea
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    • v.8 no.2
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    • pp.41-54
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    • 2001
  • Fatigue is the decline in force produced as a result of prolonged muscle activity. Localized muscle fatigue can be identified by a shift toward low in the frequency components of the EMG signal, typically represented by a fall in the median frequency. Previous studies show that a shortened muscle develops a higher fatigue than elongated muscles. The purpose of this study was to investigate the time-related change of median frequency and torque during maximal isometric back extension exercises at different exercise angles ($0^{\circ}$, $12^{\circ}$, $36^{\circ}$, $72^{\circ}$). Twenty healthy subjects (mean age = $24.35{\pm}2.70$) were evaluated in this study. Median frequency was extracted from the EMG signals by fast Fourier transform (FFT). Initial median frequency and the slope of median frequency change over time were computed from linear regression analysis. Pearson's product moment correlation was used to quantify the relationship between slope of median frequency and torque. The results were as follows: 1) Significant differences in y-intercepts of torque regression equation with respect to exercise angle were shown. However, there were no differences in the slopes of the median frequency and torque, and y intercept of the median frequency among exercise angles. 2) There was no significant correlation between slope of median frequency and torque. 3) But there was moderate correlation between median frequency and torque at each exercise angle. In conclusion, the exercise angle during maximal isometric back extension exercise is not a direct effect on slope of median frequency and torque. But results showed that median frequency and torque shift were highly correlated in all subjects.

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A study on bio-signal process for prosthesis arm control (인공의수의 능동 제어를 위한 생체 신호 처리에 관한 연구)

  • Ahn, Young-Myung;Yoo, Jae-Myung
    • 전자공학회논문지 IE
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    • v.43 no.4
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    • pp.28-36
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    • 2006
  • In this paper, an algorithm to classify the 4 motions of arm and a control system to position control the prosthesis are studied. To classify the 4 motions, we use flex sensors which is electrical resistance type sensor that can measure warp of muscle. The flex sensors are attached to the biceps brchii muscle and coracobrachialis muscle and the sensor signals are passed the sensing system. 4 motion of the forearm - flexion and extension, the pronation and supination are classified from this. Also position of forearm is measured from the classified signals. Finally, A two D.O.F prosthesis arm with RC servo-motor is designed to verify the validity of the algorithm. At this time, fuzzy controller is used to reduce the position error by rotary inertia and noise. From the experiment, the position error had occurred within about 5 degree.

Manufature of Telemetry System for Multiple Subjects Using CMOS Custom IC (전용 CMOS IC에 의한 다중 생체 텔레미트리 시스템 제작)

  • Choi, Se-Gon;Seo, Hee-Don;Park, Jong-Dae;Kim, Jae-Mun
    • Journal of Sensor Science and Technology
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    • v.5 no.1
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    • pp.43-50
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    • 1996
  • This paper presents a manufacture of the multiple subjects biotelemetry system using custom CMOS IC fabricated $1.5{\mu}m$ n-well process technology. The implantable circuits of the system except sensor interface circuits including FM transmitter are fabricated on a single chip with the sire of $4{\times}4mm^{2}$. It is possible to assemble the implantable system in a hybrid package as small as $3{\times}3{\times}2.5cm$ by using this chip, It's main function is to enable continuous measurement simultaneously up to 7-channel physiological signals from the selected one among 8 subjects. Another features of this system are to enable continuous measurement of physiological signals, and to accomplish ON/OFF switching of an implanted battery by subject selection signal with command signal from the external circuit. If this system is coupled with another appropriate sensors in medical field, various physiological parameters such as pressure, pH and temperature are to be measured effectively in the near future.

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A Systematic Review of the Attributes of Interior Design Affecting User's Positive Emotions Measured via Bio-Signals (생체신호 기반 사용자의 긍정적인 감정에 영향을 미치는 실내디자인 특성에 관한 문헌고찰)

  • Kim, Sieun;Ha, Mikyoung
    • Journal of the Architectural Institute of Korea Planning & Design
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    • v.36 no.5
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    • pp.83-91
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    • 2020
  • Environmental conditions are known to impact human health and behavior, emotions such as pleasure, anxiety, and depression, and reduce stress. Interior design that elevates emotional comfort and satisfaction can help improve mental health and well-being. This study is a systematic review that analyzed previous empirical studies that explored the effect of interior design elements on the user's emotional response which is quantitatively evaluated by bio-signal and qualitatively evaluated through self-reported questionnaire surveys. This paper aims to derive the attributes of interior design and biometric indicators that affect the user's positive emotion through the synthesis of previous studies and to confirm the feasibility of measuring bio-signals as an objective evaluation tool for architectural design and as a quantitative research method. As a result of the review, the biometric data from EEG, fMRI, ECG, EMG, GSR, and eye-tracking were used to measure the participants' emotional responses, which were manifested as positive or negative depending on certain attributes of interior design such as the form, color, lighting, material and furniture. The attributes of interior design related to the positive emotional response were the curved shape, high ceiling, openness of space, and subdued tone colors. Standard lighting conditions and wooden spaces were related to stress reduction in terms of comfort and relaxation. The free arrangement of furniture was related to the user's positive emotions. On the other hand, consistent experimental protocols could not be found, and although the sample sizes of the studies were small, the studies have demonstrated the feasibility of the emotional response measurement by using the biometric data. Therefore this method can be a useful objective tool in the measurement of human-centric data in architectural design, and to develop the evidence-based design to induce positive emotions and minimize stress.

Analysis of Trunk Muscle Fatigue as the Frequency of Lifting/Lowering and Recovery Time Change (들기/내리기 빈도와 회복시간 변화에 따른 몸통 근육의 피로도 분석)

  • Lee, Tae-Yong;Kim, Jeong-Ryong;Sin, Hyeon-Ju
    • Journal of the Ergonomics Society of Korea
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    • v.25 no.2
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    • pp.197-204
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    • 2006
  • The purpose of this study was to investigate the relationship between the cumulative fatigue of trunk muscles and the period of recovery time during repetitive lifting and lowering task with two different frequencies(4 times/min and 6 times/ min). Eight healthy males with no prior history of LBD(low back disorders) volunteered for this study. Subjects had 2, 3, 4, and 5 minutes recovery time respectively while they were preforming the lifting and lowering task at 15% level of MVC. EMG signals from six trunk muscles were collected and the fatigue level was analyzed quantitatively. In results, the fatigue levels of LES(left elector spinae), RLD(right lattissimus dorsi), LLD(left lattissimus dorsi), RRA(right rectus abdominis) and LRA(left rectus abdominis) were recovered when 3 minutes recovery time was given at 4 times/min frequency. However, the fatgue level of RES(right elector spinae) was recovered when 4 minutes recovery was given. On the other hand, when 6 times/min frequency was used, the RLD, LLD, RRA and LRA were recovered at 5 minutes of recovery time. But for RES and LES, it took longer than 5 minutes to be recovered. This results can be applied to design the adequate length of recovery time to control the cumulative fatigue of trunk muscles in industry with repetitive lifting and lowering task.

Analysis of Electromyographic Activities of Erect Spinae at Different Height of Table during Ultrasound Therapy Work (물리치료사의 초음파 작업시 테이블 높이에 따른 척추기립근의 근전도 활동 분석)

  • Kim, Chung-Yoo;Kang, Jong-Ho
    • Journal of the Korean Society of Physical Medicine
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    • v.8 no.3
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    • pp.289-294
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    • 2013
  • PURPOSE: The purpose of this study was to examine differences in erect spinae activities at different height of table during ultrasound therapy in order to propose a optimum work environment. METHODS: Twenty five healthy adult males and females volunteered to participate in this study. EMG signals of both erector spinae(T10, T12, L2, L4) were recorded throught the surface electromyography system at different height of table(45cm, 56.2cm, 67.5cm) during ultrasound therapy work. RESULTS: The higher table heights was, the lower %RVC of the T10, T12, L2, L4 erect spinae at both sides. The left and right T10, T12 and the left L4 showed significant differences. The lower the spinal level was, the higher %RVC of both erect spinae at 45cm, 56.2cm, 67.5cm. The left erect spinae at 56.2cm, right erect spinae at 45cm, 67.5cm showed significant differences. CONCLUSION: The muscle activities of both erect spinae decreased at higher table height and increased lower spinal level. We identified lower table height are risk factor of spine work related musculoskeletal disorders.

Digital Polysomnography:The Present and Future (디지털 수면다원기록법:현재와 미래)

  • Shin, Hong-Beom;Jeong, Do-Un
    • Sleep Medicine and Psychophysiology
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    • v.11 no.2
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    • pp.73-79
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    • 2004
  • Digital polysomnography was developed to overcome the limitations of Rechtschaffen and Kales rule and to compensate the shortcomings of paper polysomnography. It enables easy access to and secure preservation of sleep records, and provides various displays of sleep data to enhance efficiency of visual scoring of sleep records. Rechtschaffen and Kales rule had been criticized for its ambiguity and lack of considerations in spatial information of EEG. As sleep records are acquired and processed in digital mode, they can be analyzed at microscopic and macroscopic levels. Digital analysis of sleep records provides the basis for development of new sleep measures. Sleep staging in digital polysomnography is based on the various analyses of EEG. Sleep apnea, hypopnea and periodic limb movement are detected automatically by digital analysis of respiratory signals and leg EMG. Digital polysomnography plays a complementary role to visual scoring and compensates the limitations of paper polysomnography. Digital polysomnography, including acquisition, processing and analysis of sleep records in digital mode, can be a great help in the development of sleep medicine, enabling the development of new sleep measures and the exchange of sleep records between sleep laboratories.

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Determination of Proper Monitor Height based on the Musculoskeletal Load and Preference during VDT Monitoring Tasks (VDT 모니터링 작업에서 근골격계 부담도 및 선호도에 근거한 모니터 높이 결정)

  • Lee, Joongho;Song, Young Woong;Na, Seokhee;Chung, Min Keun
    • Journal of Korean Institute of Industrial Engineers
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    • v.32 no.3
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    • pp.236-241
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    • 2006
  • Monitor height is one of the key factors in the VDT workstation design. Most of the previous studies have focused on traditional VDT workplace where the operators performed data entry or word processing tasks using single monitor. This study aimed to suggest proper monitor height when the main task was monitoring information from different number of information sources. Twelve male students participated in three experiments: single information source (one monitor), two information sources (one monitor and one CCTV), and three information sources (one monitor, one CCTV and a window). Subjects performed monitoring tasks for 10 minutes with 3 different monitor center heights : 89.0 cm (Low), 111.3 cm (Middle), and 124.8 cm (High). Surface EMG signals of five neck muscles, subjective discomfort ratings, preference, and working postures were recorded. Results indicated that the middle height was proper for one monitor condition, but the low monitor height was recommended for more than two information sources.

Development of a Driving Simulator for Telematics Human-Machine Interface Studies (텔레매틱스 HMI 연구를 위한 드라이빙 시뮬레이터의 개발)

  • Koo, Tae-Yun;Kim, Bae-Young;Shin, Hee-Jong;Son, Young-Tak;Suh, Myung-Won
    • Transactions of the Korean Society of Automotive Engineers
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    • v.17 no.4
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    • pp.16-23
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    • 2009
  • Driving simulators are useful tools not only to test the components of future cars but also to evaluate the telematics service and HMI (Human-Machine Interface). However driving simulators cannot be implemented to test and evaluate the telematics service system because the GPS (Global Positioning System) which contains basic functional support for the telematics module do not work in the VR (virtual reality) environment. This paper presents a method to implement telematics service to a driving simulator by developing the GPS simulator which is able to emulate GPS satellite signals consist of NMEA-0183 protocol and RS232C communication standards. It is expected that the driving simulator with the GPS simulator can be used to study HMI and human-factor evaluations of the commercial telematics system to realize the HiLES (Human-in-the-Loop Evaluation System).