{"title":"从手腕PPG估计上臂肌电信号","authors":"M. Okamoto, Kazuya Murao","doi":"10.1145/3460421.3480430","DOIUrl":null,"url":null,"abstract":"The surface electromyogram (sEMG) involves the acquisition of muscle-action potentials transmitted by volume conduction from the skin. Surface electrodes require disposable conductive gel or adhesive tape to be attached to the skin, which is costly, and the tape may damage the skin when it is removed. This paper proposes a method for recognizing the muscle-activity state of the arm and a method for estimating sEMG using pulse-wave data (photoplethysmography). From an evaluation experiment with five participants, three types of muscle activity were recognized with 75+% accuracy and sEMG was estimated with approximately 20% error rate.","PeriodicalId":395295,"journal":{"name":"Proceedings of the 2021 ACM International Symposium on Wearable Computers","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-09-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Estimating Upper Arm sEMG from Wrist PPG\",\"authors\":\"M. Okamoto, Kazuya Murao\",\"doi\":\"10.1145/3460421.3480430\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The surface electromyogram (sEMG) involves the acquisition of muscle-action potentials transmitted by volume conduction from the skin. Surface electrodes require disposable conductive gel or adhesive tape to be attached to the skin, which is costly, and the tape may damage the skin when it is removed. This paper proposes a method for recognizing the muscle-activity state of the arm and a method for estimating sEMG using pulse-wave data (photoplethysmography). From an evaluation experiment with five participants, three types of muscle activity were recognized with 75+% accuracy and sEMG was estimated with approximately 20% error rate.\",\"PeriodicalId\":395295,\"journal\":{\"name\":\"Proceedings of the 2021 ACM International Symposium on Wearable Computers\",\"volume\":\"1 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-09-21\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings of the 2021 ACM International Symposium on Wearable Computers\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1145/3460421.3480430\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 2021 ACM International Symposium on Wearable Computers","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3460421.3480430","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
The surface electromyogram (sEMG) involves the acquisition of muscle-action potentials transmitted by volume conduction from the skin. Surface electrodes require disposable conductive gel or adhesive tape to be attached to the skin, which is costly, and the tape may damage the skin when it is removed. This paper proposes a method for recognizing the muscle-activity state of the arm and a method for estimating sEMG using pulse-wave data (photoplethysmography). From an evaluation experiment with five participants, three types of muscle activity were recognized with 75+% accuracy and sEMG was estimated with approximately 20% error rate.
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