Nasimuddin Ahmed, A. Chowdhury, A. Sinharay, Shalini Mukhopadhyay, Avik Ghose, T. Chakravarty
{"title":"基于光电容积脉搏波计的腕式可穿戴传感器的个性化在线校准","authors":"Nasimuddin Ahmed, A. Chowdhury, A. Sinharay, Shalini Mukhopadhyay, Avik Ghose, T. Chakravarty","doi":"10.1109/GWS.2017.8300498","DOIUrl":null,"url":null,"abstract":"Heart rate estimation from the wrist-based photo-plethysmography sensor possesses a great challenge due to its poor signal quality. The potential problems are categorized as the different optical response of diverse skin tone, inconsistency in sensor placement and off line sensor calibration. In this paper, we propose a system which attempts at personalizing the wrist PPG sensor calibration with a joint objective of maximizing signal quality and minimizing energy consumption. Preliminary assessment demonstrates the feasibility of our proposed design and implies the plausible solution to be employed in the real field.","PeriodicalId":380950,"journal":{"name":"2017 Global Wireless Summit (GWS)","volume":"4 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2017-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"5","resultStr":"{\"title\":\"A personalized on-line calibration for photoplethysmograph based wrist wearable sensor\",\"authors\":\"Nasimuddin Ahmed, A. Chowdhury, A. Sinharay, Shalini Mukhopadhyay, Avik Ghose, T. Chakravarty\",\"doi\":\"10.1109/GWS.2017.8300498\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Heart rate estimation from the wrist-based photo-plethysmography sensor possesses a great challenge due to its poor signal quality. The potential problems are categorized as the different optical response of diverse skin tone, inconsistency in sensor placement and off line sensor calibration. In this paper, we propose a system which attempts at personalizing the wrist PPG sensor calibration with a joint objective of maximizing signal quality and minimizing energy consumption. Preliminary assessment demonstrates the feasibility of our proposed design and implies the plausible solution to be employed in the real field.\",\"PeriodicalId\":380950,\"journal\":{\"name\":\"2017 Global Wireless Summit (GWS)\",\"volume\":\"4 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2017-10-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"5\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2017 Global Wireless Summit (GWS)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/GWS.2017.8300498\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2017 Global Wireless Summit (GWS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/GWS.2017.8300498","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
A personalized on-line calibration for photoplethysmograph based wrist wearable sensor
Heart rate estimation from the wrist-based photo-plethysmography sensor possesses a great challenge due to its poor signal quality. The potential problems are categorized as the different optical response of diverse skin tone, inconsistency in sensor placement and off line sensor calibration. In this paper, we propose a system which attempts at personalizing the wrist PPG sensor calibration with a joint objective of maximizing signal quality and minimizing energy consumption. Preliminary assessment demonstrates the feasibility of our proposed design and implies the plausible solution to be employed in the real field.