On the Applications of EMG Sensors and Signals
This reprint captures the latest advances in Electromyography (EMG) sensor development, EMG sensor applications, and EMG signal conditioning using theoretical and experimental approaches. This report is timely, as EMG sensors and signals have applications in many domains. This reprint provides a sna...
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| 格式: | Online |
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| 語言: | 英语 |
| 出版: |
MDPI - Multidisciplinary Digital Publishing Institute
2023
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| 主題: | |
| 在線閱讀: | ONIX_20230405_9783036559896_258 |
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| _version_ | 1869530841673105408 |
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| collection | Directory of Open Access Books |
| description | This reprint captures the latest advances in Electromyography (EMG) sensor development, EMG sensor applications, and EMG signal conditioning using theoretical and experimental approaches. This report is timely, as EMG sensors and signals have applications in many domains. This reprint provides a snapshot of several exciting EMG sensor and signal applications: swallowing, motion detection and prostheses control, muscle synergies, robotic exoskeleton, driver’s behaviour, signal conditioning, and muscle assessment. |
| format | Online |
| id | doab-20.500.12854ir-98979 |
| institution | Directory of Open Access Books |
| language | eng |
| publishDate | 2023 |
| publishDateRange | 2023 |
| publishDateSort | 2023 |
| publisher | MDPI - Multidisciplinary Digital Publishing Institute |
| publisherStr | MDPI - Multidisciplinary Digital Publishing Institute |
| record_format | ojs |
| spelling | doab-20.500.12854ir-989792024-04-11T15:10:25Z On the Applications of EMG Sensors and Signals Kamavuako, Ernest N. human activity recognition surface electromyography inertial measurement units feature selection wearable sensors surface electromyogram prosthesis control wearable low-cost human fatigue monitoring neuromuscular fatigue surface electromyography time-frequency signal analysis time-series modeling autoregressive moving average model with exogenous inputs isometric contraction elbow extension stroke rehabilitation surface electromyography (sEMG) pattern recognition (PR) ankle joint movements home-based physical therapy lower limb functional recovery inspiratory threshold loading neuromechanical coupling parasternal intercostal muscles respiratory pressure surface mechanomyography Targeted Muscle Reinnervation (TMR) upper limb amputee prosthesis prosthetic control multi-DoF control pattern recognition myofascial pain syndrome trigger points electromyography deep dry needling ischemic pressure technique ADL EMG forearm muscles muscles role synergies muscle coordination muscle synergy MCR-ALS sparseness motor function stroke electromyogram exploratory data analysis wave train electrical activity analysis method wave trains wavelets signal processing AUC diagrams ROC analysis Parkinson’s disease myoelectric prostheses embroidered EMG electrodes pilot study online and offline performance conventional gel electrodes artificial neural network exoskeleton assistive technology robotics hand gestures muscle synergies movements postures the central nervous system motor control the neural control electrode shift hand posture feature vector human-computer interaction armband sensor driver–automation shared control haptic guidance steering adaptive automation design driver distraction human machine interface robotcontrol EMG-control schemes swallowing events geriatrics hydration fluid intake classification model biomechanical simulation Granger causality functional coordination dysphagia swallowing muscle coupling n/a thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues::TBX History of engineering and technology This reprint captures the latest advances in Electromyography (EMG) sensor development, EMG sensor applications, and EMG signal conditioning using theoretical and experimental approaches. This report is timely, as EMG sensors and signals have applications in many domains. This reprint provides a snapshot of several exciting EMG sensor and signal applications: swallowing, motion detection and prostheses control, muscle synergies, robotic exoskeleton, driver’s behaviour, signal conditioning, and muscle assessment. 2023-04-05T13:02:28Z 2023-04-05T13:02:28Z 2023 book ONIX_20230405_9783036559896_258 9783036559896 9783036559902 https://directory.doabooks.org/handle/20.500.12854/98979 eng application/octet-stream Attribution 4.0 International https://mdpi.com/books/pdfview/book/7041 https://mdpi.com/books/pdfview/book/7041 MDPI - Multidisciplinary Digital Publishing Institute 10.3390/books978-3-0365-5990-2 10.3390/books978-3-0365-5990-2 46cabcaa-dd94-4bfe-87b4-55023c1b36d0 9783036559896 9783036559902 366 Basel open access |
| spellingShingle | human activity recognition surface electromyography inertial measurement units feature selection wearable sensors surface electromyogram prosthesis control wearable low-cost human fatigue monitoring neuromuscular fatigue surface electromyography time-frequency signal analysis time-series modeling autoregressive moving average model with exogenous inputs isometric contraction elbow extension stroke rehabilitation surface electromyography (sEMG) pattern recognition (PR) ankle joint movements home-based physical therapy lower limb functional recovery inspiratory threshold loading neuromechanical coupling parasternal intercostal muscles respiratory pressure surface mechanomyography Targeted Muscle Reinnervation (TMR) upper limb amputee prosthesis prosthetic control multi-DoF control pattern recognition myofascial pain syndrome trigger points electromyography deep dry needling ischemic pressure technique ADL EMG forearm muscles muscles role synergies muscle coordination muscle synergy MCR-ALS sparseness motor function stroke electromyogram exploratory data analysis wave train electrical activity analysis method wave trains wavelets signal processing AUC diagrams ROC analysis Parkinson’s disease myoelectric prostheses embroidered EMG electrodes pilot study online and offline performance conventional gel electrodes artificial neural network exoskeleton assistive technology robotics hand gestures muscle synergies movements postures the central nervous system motor control the neural control electrode shift hand posture feature vector human-computer interaction armband sensor driver–automation shared control haptic guidance steering adaptive automation design driver distraction human machine interface robotcontrol EMG-control schemes swallowing events geriatrics hydration fluid intake classification model biomechanical simulation Granger causality functional coordination dysphagia swallowing muscle coupling n/a thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues::TBX History of engineering and technology On the Applications of EMG Sensors and Signals |
| title | On the Applications of EMG Sensors and Signals |
| title_full | On the Applications of EMG Sensors and Signals |
| title_fullStr | On the Applications of EMG Sensors and Signals |
| title_full_unstemmed | On the Applications of EMG Sensors and Signals |
| title_short | On the Applications of EMG Sensors and Signals |
| title_sort | on the applications of emg sensors and signals |
| topic | human activity recognition surface electromyography inertial measurement units feature selection wearable sensors surface electromyogram prosthesis control wearable low-cost human fatigue monitoring neuromuscular fatigue surface electromyography time-frequency signal analysis time-series modeling autoregressive moving average model with exogenous inputs isometric contraction elbow extension stroke rehabilitation surface electromyography (sEMG) pattern recognition (PR) ankle joint movements home-based physical therapy lower limb functional recovery inspiratory threshold loading neuromechanical coupling parasternal intercostal muscles respiratory pressure surface mechanomyography Targeted Muscle Reinnervation (TMR) upper limb amputee prosthesis prosthetic control multi-DoF control pattern recognition myofascial pain syndrome trigger points electromyography deep dry needling ischemic pressure technique ADL EMG forearm muscles muscles role synergies muscle coordination muscle synergy MCR-ALS sparseness motor function stroke electromyogram exploratory data analysis wave train electrical activity analysis method wave trains wavelets signal processing AUC diagrams ROC analysis Parkinson’s disease myoelectric prostheses embroidered EMG electrodes pilot study online and offline performance conventional gel electrodes artificial neural network exoskeleton assistive technology robotics hand gestures muscle synergies movements postures the central nervous system motor control the neural control electrode shift hand posture feature vector human-computer interaction armband sensor driver–automation shared control haptic guidance steering adaptive automation design driver distraction human machine interface robotcontrol EMG-control schemes swallowing events geriatrics hydration fluid intake classification model biomechanical simulation Granger causality functional coordination dysphagia swallowing muscle coupling n/a thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues::TBX History of engineering and technology |
| topic_facet | human activity recognition surface electromyography inertial measurement units feature selection wearable sensors surface electromyogram prosthesis control wearable low-cost human fatigue monitoring neuromuscular fatigue surface electromyography time-frequency signal analysis time-series modeling autoregressive moving average model with exogenous inputs isometric contraction elbow extension stroke rehabilitation surface electromyography (sEMG) pattern recognition (PR) ankle joint movements home-based physical therapy lower limb functional recovery inspiratory threshold loading neuromechanical coupling parasternal intercostal muscles respiratory pressure surface mechanomyography Targeted Muscle Reinnervation (TMR) upper limb amputee prosthesis prosthetic control multi-DoF control pattern recognition myofascial pain syndrome trigger points electromyography deep dry needling ischemic pressure technique ADL EMG forearm muscles muscles role synergies muscle coordination muscle synergy MCR-ALS sparseness motor function stroke electromyogram exploratory data analysis wave train electrical activity analysis method wave trains wavelets signal processing AUC diagrams ROC analysis Parkinson’s disease myoelectric prostheses embroidered EMG electrodes pilot study online and offline performance conventional gel electrodes artificial neural network exoskeleton assistive technology robotics hand gestures muscle synergies movements postures the central nervous system motor control the neural control electrode shift hand posture feature vector human-computer interaction armband sensor driver–automation shared control haptic guidance steering adaptive automation design driver distraction human machine interface robotcontrol EMG-control schemes swallowing events geriatrics hydration fluid intake classification model biomechanical simulation Granger causality functional coordination dysphagia swallowing muscle coupling n/a thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues::TBX History of engineering and technology |
| url | ONIX_20230405_9783036559896_258 |