Up and Dwon Buses Activity Recognition using Smartphone Accelerometer

摘要：

　　Personal daily travel safety has received increasing attention in recent years.This paper aims at using smartphone accelerometer to recognize human activities,especially up and down buses.By using Matlab and Weka software platform and smart phone accelerometer,we verified the feasibility of using phone accelerometer to identify activities with a high accuracy.It can reach to 95.3% when using KNN classifier.This fruitful work gives explanation of using public resources to deal with personal daily travel safety,and can benefit from low power consumption.

关键词： Activity recognition smartphone accelerometer frame rotation

作者: Li Fang Shui Yishui Chen Wei

作者单位: School of Automation Wuhan University of Technology Wuhan,China School of Information Engineering Wuhan University of Technology Wuhan,China

会议类型: 国际会议

会议名称: 2016IEEE第二届信息技术、网络、电子及自动化控制会议

会议地点: 重庆

会议语种:英文

页码: 761-765

在线出版日期: 2016-03-20（万方平台首次上网日期，不代表论文的发表时间）