A proposal of EMG-based training support system for basketball dribbling

Seimei Abe, Takayuki Nozawa, Toshiyuki Kondo

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Citations (Scopus)

Abstract

In the paper, we propose a novel HCI methodology for supporting human sports training. The proposed system utilizes electromyogram (EMG) signals as the metrics for evaluating the motor skill acquisition process, because it is well known that EMG signals measured from human experts are notably different from beginners in terms of timing and sharpness. According to this, we hypothesized that visualizing the difference of EMG signals between an expert and a learner, and providing the error information to the learner in real-time accelerates the learning process. The preliminary results show that the proposed method is effective especially in the early stage of training of beginners.

Original languageEnglish
Title of host publicationHuman Interface and the Management of Information
Subtitle of host publicationDesigning Information Environments - Symposium on Human Interface 2009 - Held as Part of HCI International 2009, Procceedings
Pages459-465
Number of pages7
EditionPART 1
DOIs
Publication statusPublished - 2009 Oct 28
EventHuman Interface and the Management of Information: Designing Information Environments - Symposium on Human Interface 2009. Held as Part of HCI International 2009 - San Diego, CA, United States
Duration: 2009 Jul 192009 Jul 24

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
NumberPART 1
Volume5617 LNCS
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Other

OtherHuman Interface and the Management of Information: Designing Information Environments - Symposium on Human Interface 2009. Held as Part of HCI International 2009
CountryUnited States
CitySan Diego, CA
Period09/7/1909/7/24

ASJC Scopus subject areas

  • Theoretical Computer Science
  • Computer Science(all)

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    Abe, S., Nozawa, T., & Kondo, T. (2009). A proposal of EMG-based training support system for basketball dribbling. In Human Interface and the Management of Information: Designing Information Environments - Symposium on Human Interface 2009 - Held as Part of HCI International 2009, Procceedings (PART 1 ed., pp. 459-465). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 5617 LNCS, No. PART 1). https://doi.org/10.1007/978-3-642-02556-3_52