{"title":"Remote Assessment of Gait Deterioration Due to Memory Impairment in Elderly Adults Using Micro-Doppler Radar","authors":"K. Saho, K. Uemura, M. Matsumoto","doi":"10.1109/BIBE.2018.00042","DOIUrl":null,"url":null,"abstract":"This paper presents a technique to remotely assess gait deterioration due to memory impairment using micro-Doppler radar for elderly adults, aged 75 years and over. We introduce a micro-Doppler radar system to extract gait velocity parameters and investigate the relationship between the extracted parameters and the scores of a memory test using a scenery picture. The experimental results show significant differences between the low-and high-memory ability groups in the extracted parameters, and verifies the effectiveness of not only the gait speed but also the leg speed parameters for the screening of memory impairment.","PeriodicalId":127507,"journal":{"name":"2018 IEEE 18th International Conference on Bioinformatics and Bioengineering (BIBE)","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 IEEE 18th International Conference on Bioinformatics and Bioengineering (BIBE)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/BIBE.2018.00042","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 3
Abstract
This paper presents a technique to remotely assess gait deterioration due to memory impairment using micro-Doppler radar for elderly adults, aged 75 years and over. We introduce a micro-Doppler radar system to extract gait velocity parameters and investigate the relationship between the extracted parameters and the scores of a memory test using a scenery picture. The experimental results show significant differences between the low-and high-memory ability groups in the extracted parameters, and verifies the effectiveness of not only the gait speed but also the leg speed parameters for the screening of memory impairment.