{"title":"运动对PPG心率传感器的影响","authors":"Daniel Hu, Calvin Henry, S. Bagchi","doi":"10.1109/dsn-s50200.2020.00032","DOIUrl":null,"url":null,"abstract":"As smartwatches become more commonly used for keeping track of health data, their accuracy becomes more and more important. In this paper, we investigate the accuracy of smartwatch heart rate sensors and how it depends on the movement of the wearer. Some additional steps were taken in being able to predict whether a smart watch will report an accurate heart rate based on motion using a support vector machine.","PeriodicalId":419045,"journal":{"name":"2020 50th Annual IEEE-IFIP International Conference on Dependable Systems and Networks-Supplemental Volume (DSN-S)","volume":"39 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":"{\"title\":\"The Effect of Motion on PPG Heart Rate Sensors\",\"authors\":\"Daniel Hu, Calvin Henry, S. Bagchi\",\"doi\":\"10.1109/dsn-s50200.2020.00032\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"As smartwatches become more commonly used for keeping track of health data, their accuracy becomes more and more important. In this paper, we investigate the accuracy of smartwatch heart rate sensors and how it depends on the movement of the wearer. Some additional steps were taken in being able to predict whether a smart watch will report an accurate heart rate based on motion using a support vector machine.\",\"PeriodicalId\":419045,\"journal\":{\"name\":\"2020 50th Annual IEEE-IFIP International Conference on Dependable Systems and Networks-Supplemental Volume (DSN-S)\",\"volume\":\"39 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2020-06-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"3\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2020 50th Annual IEEE-IFIP International Conference on Dependable Systems and Networks-Supplemental Volume (DSN-S)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/dsn-s50200.2020.00032\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2020 50th Annual IEEE-IFIP International Conference on Dependable Systems and Networks-Supplemental Volume (DSN-S)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/dsn-s50200.2020.00032","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
As smartwatches become more commonly used for keeping track of health data, their accuracy becomes more and more important. In this paper, we investigate the accuracy of smartwatch heart rate sensors and how it depends on the movement of the wearer. Some additional steps were taken in being able to predict whether a smart watch will report an accurate heart rate based on motion using a support vector machine.
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