{"title":"使用可穿戴传感器分析老年司机、骑自行车者和行人的行为","authors":"Masahiro Tada, Masaya Okada, K. Renge","doi":"10.11239/JSMBE.54.129","DOIUrl":null,"url":null,"abstract":"Rapid aging of Japanʼs population has caused serious traffic problems in the country. In 2015, over half of the fatalities in traffic accidents were elderlies. However, only a few studies have investigated the elderly driversʼ, cyclistsʼ and pedestriansʼ behaviors in real traffic conditions. We have developed a system to evaluate elderly personsʼ driving riding walking skills from the viewpoint of preventing accidents, using small wireless wearable sensors that directly measure their behaviors. In this paper, we study characteristics of risky behaviors in the elderly. Through an experiment involving 749 elderly drivers, we found that elderly driversʼ tendency to neglect proper scanning to confirm safety contributed to their hazardous driving performance. We also found that elderly persons with no driving license behaved in a more hazardous manner while walking or riding bicycle compared to those with license.","PeriodicalId":39233,"journal":{"name":"Transactions of Japanese Society for Medical and Biological Engineering","volume":"1996 1","pages":"129-134"},"PeriodicalIF":0.0000,"publicationDate":"2016-06-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":"{\"title\":\"An analysis of elderly drivers’, cyclists’ and pedestrians’ behaviors using wearable sensors\",\"authors\":\"Masahiro Tada, Masaya Okada, K. Renge\",\"doi\":\"10.11239/JSMBE.54.129\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Rapid aging of Japanʼs population has caused serious traffic problems in the country. In 2015, over half of the fatalities in traffic accidents were elderlies. However, only a few studies have investigated the elderly driversʼ, cyclistsʼ and pedestriansʼ behaviors in real traffic conditions. We have developed a system to evaluate elderly personsʼ driving riding walking skills from the viewpoint of preventing accidents, using small wireless wearable sensors that directly measure their behaviors. In this paper, we study characteristics of risky behaviors in the elderly. Through an experiment involving 749 elderly drivers, we found that elderly driversʼ tendency to neglect proper scanning to confirm safety contributed to their hazardous driving performance. We also found that elderly persons with no driving license behaved in a more hazardous manner while walking or riding bicycle compared to those with license.\",\"PeriodicalId\":39233,\"journal\":{\"name\":\"Transactions of Japanese Society for Medical and Biological Engineering\",\"volume\":\"1996 1\",\"pages\":\"129-134\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2016-06-10\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"2\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Transactions of Japanese Society for Medical and Biological Engineering\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.11239/JSMBE.54.129\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q4\",\"JCRName\":\"Engineering\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Transactions of Japanese Society for Medical and Biological Engineering","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.11239/JSMBE.54.129","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"Engineering","Score":null,"Total":0}
An analysis of elderly drivers’, cyclists’ and pedestrians’ behaviors using wearable sensors
Rapid aging of Japanʼs population has caused serious traffic problems in the country. In 2015, over half of the fatalities in traffic accidents were elderlies. However, only a few studies have investigated the elderly driversʼ, cyclistsʼ and pedestriansʼ behaviors in real traffic conditions. We have developed a system to evaluate elderly personsʼ driving riding walking skills from the viewpoint of preventing accidents, using small wireless wearable sensors that directly measure their behaviors. In this paper, we study characteristics of risky behaviors in the elderly. Through an experiment involving 749 elderly drivers, we found that elderly driversʼ tendency to neglect proper scanning to confirm safety contributed to their hazardous driving performance. We also found that elderly persons with no driving license behaved in a more hazardous manner while walking or riding bicycle compared to those with license.