TY - GEN
T1 - A proposal of EMG-based training support system for basketball dribbling
AU - Abe, Seimei
AU - Nozawa, Takayuki
AU - Kondo, Toshiyuki
PY - 2009
Y1 - 2009
N2 - 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.
AB - 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.
UR - http://www.scopus.com/inward/record.url?scp=70350304959&partnerID=8YFLogxK
U2 - 10.1007/978-3-642-02556-3_52
DO - 10.1007/978-3-642-02556-3_52
M3 - 会議への寄与
AN - SCOPUS:70350304959
SN - 3642025552
SN - 9783642025556
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 459
EP - 465
BT - Human Interface and the Management of Information
T2 - Human Interface and the Management of Information: Designing Information Environments - Symposium on Human Interface 2009. Held as Part of HCI International 2009
Y2 - 19 July 2009 through 24 July 2009
ER -