水泳における四肢の協働状態を計測する着用型センサスーツの開発 第2報

廣川 暢一; 言上 智洋; 高木 英樹; 鈴木 健嗣

doi:10.1299/jsmermd.2018.2P2-F10

2018

Session ID : 2P2-F10

DOI https://doi.org/10.1299/jsmermd.2018.2P2-F10

Conference information

Host: The Japan Society of Mechanical Engineers

Name : [in Japanese]

Date : June 02, 2018 - June 05, 2018

A Wearable Sensor Suit for Measuring Inter-limb Coordination in Swimming

The 2nd Report

*Masakazu HIROKAWA, Tomohiro GONJO, Hideki TAKAGI, Kenji SUZUKI

Author information

Keywords: Swimming, Inter-limb coordination, Learning assistance, Time-series pattern recognition

CONFERENCE PROCEEDINGS FREE ACCESS

Details

Abstract

This paper proposes an online estimation method of swimmer's inter-limb coordination (ILC) by means of a wearable sensor suit. A recurrent neural network-based ILC estimation algorithm was implemented and then a validation experiment was conducted with three participants. As the result, the wearer's ILC was accurately measured and the possibility of the online estimation and auditory feedback for the user during swimming was confirmed.

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