Yu-Wen Huang, Shu-Hua Chang, Yu-Chih Tsai, Yuan-Hsiang Lin
{"title":"A Heart Rate Monitoring and Activities Recognition System for Badminton Training","authors":"Yu-Wen Huang, Shu-Hua Chang, Yu-Chih Tsai, Yuan-Hsiang Lin","doi":"10.1109/ISPACS48206.2019.8986354","DOIUrl":null,"url":null,"abstract":"In this study, we developed an activities recognition system with a heart rate measurement (HRM) module for badminton training. Combining machine learning, data analysis, mobile computing, and wearable devices technology, we expect that through modern technologies, the specific badminton training efficiency can be increased and the performance in the competitions can be further improved.","PeriodicalId":6765,"journal":{"name":"2019 International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS)","volume":"192 1","pages":"1-2"},"PeriodicalIF":0.0000,"publicationDate":"2019-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ISPACS48206.2019.8986354","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
In this study, we developed an activities recognition system with a heart rate measurement (HRM) module for badminton training. Combining machine learning, data analysis, mobile computing, and wearable devices technology, we expect that through modern technologies, the specific badminton training efficiency can be increased and the performance in the competitions can be further improved.