Prediction of Road Surface Quality during Cycling Using Smartphone Accelerometer Data
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چکیده
منابع مشابه
Activity Classification using Smartphone Accelerometer Data
There have been some research efforts into identifying activities from smartphone accelerometer data. Kwapisz et al. [1] mined data from smartphone sensors of different users doing different activities, and extracted statistics like the average, standard deviation, and time between peaks from portions of the data. With the features they used, they achieved 91.7% precision overall using Multilay...
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Life expectancy keeps growing and, among elderly people, accidental falls occur frequently. A system able to promptly detect falls would help in reducing the injuries that a fall could cause. Such a system should meet the needs of the people to which is designed, so that it is actually used. In particular, the system should be minimally invasive and inexpensive. Thanks to the fact that most of ...
متن کاملClassifying Human Walking Patterns using Accelerometer Data from Smartphone
This paper presents a study on identifying different individuals using accelerometer data from a smartphone presented on their walking patterns. The identifier algorithm was trained and evaluated in an experiment with twenty human subjects including 12 males and 8 females in real-world conditions. Various classifiers were tested using descriptive statistical features. Our model recognizes patte...
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As smartphones are equipped with various sensors, there have been many studies focused on using these sensors to create valuable applications. Human activity recognition is one such application motivated by various welfare applications, such as the support for the elderly, measurement of calorie consumption, lifestyle and exercise patterns analyses, and so on. One of the challenges one faces wh...
متن کاملActivity Recognition Using, Smartphone Based, Accelerometer Sensors
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...
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ژورنال
عنوان ژورنال: Proceedings
سال: 2018
ISSN: 2504-3900
DOI: 10.3390/proceedings2060217