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EMG classification using wavelet functions to determine muscle contraction

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Pages 99-105 | Received 07 Aug 2015, Accepted 03 Jan 2016, Published online: 04 Mar 2016

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Alberto Fidalgo-Herrera, Juan Miangolarra-Page & Maria Carratalá-Tejada. (2022) Traces of muscular fatigue in the rectus femoris identified with surface electromyography and wavelets on normal gait. Physiotherapy Theory and Practice 38:1, pages 211-225.
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Karan Veer & Tanu Sharma. (2016) Extraction and Analysis of above elbow SEMG for Pattern classification. Journal of Medical Engineering & Technology 40:4, pages 149-154.
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Rony Silvestre, Juan Carlos Letelier, Marcelo Perez, Manuela Cifré & Carlos De la Fuente. (2022) Eccentric and concentric contraction of multifidus lumborum and longissimus muscles during flexion–relaxation test using discrete wavelet transform. Sport Sciences for Health.
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A. Fidalgo-Herrera, J.C. Miangolarra-Page & M. Carratalá-Tejada. (2021) Electromyographic traces of motor unit synchronization of fatigued lower limb muscles during gait. Human Movement Science 75, pages 102750.
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S Mary Vasanthi & T Jayasree. (2020) Performance evaluation of pattern recognition networks using electromyography signal and time-domain features for the classification of hand gestures. Proceedings of the Institution of Mechanical Engineers, Part H: Journal of Engineering in Medicine 234:6, pages 639-648.
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K. Veer. (2020) Flexible Approach for Classifying EMG Signals for Rehabilitation Applications. Neurophysiology 52:1, pages 60-66.
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Dongdong Bu, Shuxiang Guo & Wenyang Gao. (2019) Continuous Estimation of a sEMG-Based Upper Limb Joint. Continuous Estimation of a sEMG-Based Upper Limb Joint.
Farah Masood, Hussein A. Abdullah, Nitin Seth, Heather Simmons, Kevin Brunner, Ervin Sejdic, Dane R. Schalk, William A. Graham, Amber F. Hoggatt, Douglas L. Rosene, John B. Sledge & Shanker Nesathurai. (2019) Neurophysiological Characterization of a Non-Human Primate Model of Traumatic Spinal Cord Injury Utilizing Fine-Wire EMG Electrodes. Sensors 19:15, pages 3303.
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Muhammad Asad Ullah Khan, Azhar Dilshad & Abdul Rauf Anwar. (2019) Predictive Modeling of DWT-decomposed ALS-EMG Features Using Group Method of Data Handling. Predictive Modeling of DWT-decomposed ALS-EMG Features Using Group Method of Data Handling.
Dongdong Bu, Shuxiang Guo, Hongdao Ma, Hao Xu & Chao Wei. (2018) Pattern Recognition of Continuous Elbow Joint Movements Using Bispectrum-based sEMG. Pattern Recognition of Continuous Elbow Joint Movements Using Bispectrum-based sEMG.
Du Jiang, Gong-Fa Li, Ying Sun, Guo-Zhang Jiang, Jian-Yi Kong & Shuang Xu. (2018) Pretreatment of sEMG Using Wavelet Threshold Method. Pretreatment of sEMG Using Wavelet Threshold Method.
Wei Wei, Jie Hong, Chao Wang & Lu Wang. (2017) De-noising surface electromyograms using an adaptive wavelet approach. Journal of X-Ray Science and Technology 25:4, pages 711-720.
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Wei Wei, Jie Hong, Chao Wang & Lu Wang. (2016) WITHDRAWN: An improved wavelet threshold applied to surface electromyogram de-noising. Computerized Medical Imaging and Graphics.
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