{"title":"用于个人大数据跟踪的边缘设备","authors":"Haichao Huang, Yuqing Xie, Zhangchi Ying, Chang Yao, Peng-Fei Lu, Xianke Zhou","doi":"10.1109/ICNISC54316.2021.00095","DOIUrl":null,"url":null,"abstract":"In this paper, we present our design of a smart wristband, iFit, which runs our customized operating system to monitor the wearer's daily activities. The smart wristband consists of a 3-axis gyroscope and a 3-axis accelerometer which records the user's motion data as six-axis time series data. We train a pattern model for different activities, such as walking, running and playing badminton. So iFit can automatically detect the types of ongoing sports and record a precise calorie consumption based on user's personal profile (e.g., weight and height).","PeriodicalId":396802,"journal":{"name":"2021 7th Annual International Conference on Network and Information Systems for Computers (ICNISC)","volume":"138 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"An Edge Device for Personal Big Data Tracking\",\"authors\":\"Haichao Huang, Yuqing Xie, Zhangchi Ying, Chang Yao, Peng-Fei Lu, Xianke Zhou\",\"doi\":\"10.1109/ICNISC54316.2021.00095\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In this paper, we present our design of a smart wristband, iFit, which runs our customized operating system to monitor the wearer's daily activities. The smart wristband consists of a 3-axis gyroscope and a 3-axis accelerometer which records the user's motion data as six-axis time series data. We train a pattern model for different activities, such as walking, running and playing badminton. So iFit can automatically detect the types of ongoing sports and record a precise calorie consumption based on user's personal profile (e.g., weight and height).\",\"PeriodicalId\":396802,\"journal\":{\"name\":\"2021 7th Annual International Conference on Network and Information Systems for Computers (ICNISC)\",\"volume\":\"138 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-07-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2021 7th Annual International Conference on Network and Information Systems for Computers (ICNISC)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICNISC54316.2021.00095\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 7th Annual International Conference on Network and Information Systems for Computers (ICNISC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICNISC54316.2021.00095","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
In this paper, we present our design of a smart wristband, iFit, which runs our customized operating system to monitor the wearer's daily activities. The smart wristband consists of a 3-axis gyroscope and a 3-axis accelerometer which records the user's motion data as six-axis time series data. We train a pattern model for different activities, such as walking, running and playing badminton. So iFit can automatically detect the types of ongoing sports and record a precise calorie consumption based on user's personal profile (e.g., weight and height).
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