Human Physical Activity Recognition Using Smartphone Sensors
نویسندگان
چکیده
منابع مشابه
Human Activity Recognition Using Smartphone Sensors
Smartphones are quickly becoming a ubiquitous part of life in the Western world. Their embedded sensors have the ability to record a significant amount of data about peoples’ movement. Many smartphone applications already use that data to estimate basic fitness statistics, such as daily step count. However, the simplistic metrics that these applications produce are a poor method of assessing a ...
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This paper presents a review of different classification techniques used to recognize human activities from wearable inertial sensor data. Three inertial sensor units were used in this study and were worn by healthy subjects at key points of upper/lower body limbs (chest, right thigh and left ankle). Three main steps describe the activity recognition process: sensors' placement, data pre-proces...
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The purpose of this investigation is to develop a system for human physical Activity Recognition using smartphone inertial sensors. The main application for this system is for the remote monitoring of Activities of Daily Living (ADLs) of elderly people, especially those in assisted living situations. The immediate goal is to remotely identify which actions are being carried out by a subject, gi...
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Página II (b) Ramo do Conhecimento: Data Mining I was born in Madeira in 1986 having lived there until 2004 when I moved to Porto to study economics and then Data Mining in the Faculty of Economics of Porto (FEP). In Madeira I took part of several groups connected to outdoor activities: member of the first paintball team in Madeira, member of MadeiraEcoChallenges: a group created to organize ec...
متن کاملFusion of Smartphone Motion Sensors for Physical Activity Recognition
For physical activity recognition, smartphone sensors, such as an accelerometer and a gyroscope, are being utilized in many research studies. So far, particularly, the accelerometer has been extensively studied. In a few recent studies, a combination of a gyroscope, a magnetometer (in a supporting role) and an accelerometer (in a lead role) has been used with the aim to improve the recognition ...
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ژورنال
عنوان ژورنال: Sensors
سال: 2019
ISSN: 1424-8220
DOI: 10.3390/s19030458