{"title":"微多普勒雷达测量坐到站到坐的运动评估日常生活的高水平仪器活动","authors":"K. Saho, K. Uemura, M. Fujimoto, M. Matsumoto","doi":"10.1109/UEMCON47517.2019.8993009","DOIUrl":null,"url":null,"abstract":"This study shows a significant relationship between the kinematic parameters of the sit-to-stand-to-sit movements (STSTS) sensed with a Micro-Doppler radar (MDR) and the scale of High-level Instrumental Activities of Daily Living (HL-IADLs) defined as an ability to perform modern daily activities independently. HL-IADLs are useful in evaluating the degree of disability in daily life; hence, this study aims to develop an MDR system that would enable HL-IADL impairment to be unconstrainedly monitored on a daily basis. The study participants were 65–74 years old. Their motion parameters (e.g., velocity and acceleration) in natural STSTS were extracted via a single 24-GHz MDR installed on the ceiling. Their HL-IADL scales were evaluated using a questionnaire-based scale, called the Japan Science and Technology Agency Index of Competence (JST-IC). The relationship between the JST-IC and the extracted STSTS kinematic parameters was then statistically analyzed. The results reveal that the extracted parameters were associated with the JST-IC score, suggesting the possibility of the HL-IADL impairment detection based on the MDR monitoring.","PeriodicalId":187022,"journal":{"name":"2019 IEEE 10th Annual Ubiquitous Computing, Electronics & Mobile Communication Conference (UEMCON)","volume":"8 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Micro-Doppler Radar Measurement of Sit-to-Stand-to-Sit Movement for Evaluation of High-level Instrumental Activities of Daily Living\",\"authors\":\"K. Saho, K. Uemura, M. Fujimoto, M. Matsumoto\",\"doi\":\"10.1109/UEMCON47517.2019.8993009\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This study shows a significant relationship between the kinematic parameters of the sit-to-stand-to-sit movements (STSTS) sensed with a Micro-Doppler radar (MDR) and the scale of High-level Instrumental Activities of Daily Living (HL-IADLs) defined as an ability to perform modern daily activities independently. HL-IADLs are useful in evaluating the degree of disability in daily life; hence, this study aims to develop an MDR system that would enable HL-IADL impairment to be unconstrainedly monitored on a daily basis. The study participants were 65–74 years old. Their motion parameters (e.g., velocity and acceleration) in natural STSTS were extracted via a single 24-GHz MDR installed on the ceiling. Their HL-IADL scales were evaluated using a questionnaire-based scale, called the Japan Science and Technology Agency Index of Competence (JST-IC). The relationship between the JST-IC and the extracted STSTS kinematic parameters was then statistically analyzed. The results reveal that the extracted parameters were associated with the JST-IC score, suggesting the possibility of the HL-IADL impairment detection based on the MDR monitoring.\",\"PeriodicalId\":187022,\"journal\":{\"name\":\"2019 IEEE 10th Annual Ubiquitous Computing, Electronics & Mobile Communication Conference (UEMCON)\",\"volume\":\"8 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2019-10-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2019 IEEE 10th Annual Ubiquitous Computing, Electronics & Mobile Communication Conference (UEMCON)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/UEMCON47517.2019.8993009\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 IEEE 10th Annual Ubiquitous Computing, Electronics & Mobile Communication Conference (UEMCON)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/UEMCON47517.2019.8993009","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Micro-Doppler Radar Measurement of Sit-to-Stand-to-Sit Movement for Evaluation of High-level Instrumental Activities of Daily Living
This study shows a significant relationship between the kinematic parameters of the sit-to-stand-to-sit movements (STSTS) sensed with a Micro-Doppler radar (MDR) and the scale of High-level Instrumental Activities of Daily Living (HL-IADLs) defined as an ability to perform modern daily activities independently. HL-IADLs are useful in evaluating the degree of disability in daily life; hence, this study aims to develop an MDR system that would enable HL-IADL impairment to be unconstrainedly monitored on a daily basis. The study participants were 65–74 years old. Their motion parameters (e.g., velocity and acceleration) in natural STSTS were extracted via a single 24-GHz MDR installed on the ceiling. Their HL-IADL scales were evaluated using a questionnaire-based scale, called the Japan Science and Technology Agency Index of Competence (JST-IC). The relationship between the JST-IC and the extracted STSTS kinematic parameters was then statistically analyzed. The results reveal that the extracted parameters were associated with the JST-IC score, suggesting the possibility of the HL-IADL impairment detection based on the MDR monitoring.