Extracting time-frequency feature of single-channel vastus medialis EMG signals for knee exercise pattern recognition

• Yi Zhang ,

  Contributed equally to this work with: Yi Zhang, Peiyang Li

  Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Methodology, Resources, Software, Validation, Writing – original draft, Writing – review & editing

  * E-mail: yi.zhang@uestc.edu.cn (YZ); steven.su@uts.edu.au (SS); xupeng@uestc.edu.cn (PX)

  Affiliations School of Aeronautics and Astronautics, University of Electronic Science and Technology of China, 611731, Chengdu, China, Key Laboratory for NeuroInformation of Ministry of Education, School of Life Science and Technology, University of Electronic Science and Technology of China, 610054, Chengdu, China, Center for Information in BioMedicine, University of Electronic Science and Technology of China, 610054, Chengdu, China

  http://orcid.org/0000-0001-5263-5823

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• Peiyang Li ,

  Contributed equally to this work with: Yi Zhang, Peiyang Li

  Roles Data curation, Formal analysis, Investigation, Methodology, Validation, Visualization

  Affiliations Key Laboratory for NeuroInformation of Ministry of Education, School of Life Science and Technology, University of Electronic Science and Technology of China, 610054, Chengdu, China, Center for Information in BioMedicine, University of Electronic Science and Technology of China, 610054, Chengdu, China

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• Xuyang Zhu,

  Roles Resources, Software, Validation, Visualization

  Affiliations Key Laboratory for NeuroInformation of Ministry of Education, School of Life Science and Technology, University of Electronic Science and Technology of China, 610054, Chengdu, China, Center for Information in BioMedicine, University of Electronic Science and Technology of China, 610054, Chengdu, China

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• Steven W. Su ,

  Roles Data curation, Supervision, Writing – review & editing

  * E-mail: yi.zhang@uestc.edu.cn (YZ); steven.su@uts.edu.au (SS); xupeng@uestc.edu.cn (PX)

  Affiliation Centre for Health Technologies, Faculty of Engineering and Information Technology, University of Technology, Sydney, NSW 2007, Australia

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• Qing Guo,

  Roles Formal analysis, Validation, Visualization

  Affiliation School of Aeronautics and Astronautics, University of Electronic Science and Technology of China, 611731, Chengdu, China

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• Peng Xu ,

  Roles Methodology, Supervision, Validation, Writing – review & editing

  * E-mail: yi.zhang@uestc.edu.cn (YZ); steven.su@uts.edu.au (SS); xupeng@uestc.edu.cn (PX)

  Affiliations Key Laboratory for NeuroInformation of Ministry of Education, School of Life Science and Technology, University of Electronic Science and Technology of China, 610054, Chengdu, China, Center for Information in BioMedicine, University of Electronic Science and Technology of China, 610054, Chengdu, China

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• Dezhong Yao

  Roles Supervision

  Affiliations Key Laboratory for NeuroInformation of Ministry of Education, School of Life Science and Technology, University of Electronic Science and Technology of China, 610054, Chengdu, China, Center for Information in BioMedicine, University of Electronic Science and Technology of China, 610054, Chengdu, China

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