Hand, belt, pocket or bag: Practical activity tracking with mobile phones
نویسندگان
چکیده
منابع مشابه
Hand, belt, pocket or bag: Practical activity tracking with mobile phones.
For rehabilitation and diagnoses, an understanding of patient activities and movements is important. Modern smartphones have built in accelerometers which promise to enable quantifying minute-by-minute what patients do (e.g. walk or sit). Such a capability could inform recommendations of physical activities and improve medical diagnostics. However, a major problem is that during everyday life, ...
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Our demonstration consists of a working activity and gait recognition system, implemented on a consumer smartphone. The activity recognition feature allows participants to train various activities, such as running, walking, or jumping, into the phone, and the system can then identify when those activities are performed. The gait recognition feature learns particular characteristics of how parti...
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A method for human activity recognition using mobile phones is introduced. Using the accelerometer and gyroscope typically found in modern smartphones, a system that uses the proposed method is able to recognize low level activities, including athletic exercises, with high accuracy. A Hebbian learning preprocessing stage is used to render accelerometer and gyroscope signals independent to the o...
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Mobile devices such as phones and tablets are now ubiquitous and have become important tools in our daily lives. Our activities and behaviours are becoming increasingly coupled to these new devices with their ever improving sensor technologies. With current devices, mobility patterns and physical activity levels are particularly amenable to inference and analysis by leveraging the integration o...
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Most top end smart phones come with a handful of sensors today. We see this growth continuing over the next decade with an explosion of new distributed sensor applications supporting both personal sensing with local use (e.g., healthcare) to distributed sensing with large scale community (e.g., air quality, stress levels and well being), population and global use. One fundamental building block...
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ژورنال
عنوان ژورنال: Journal of Neuroscience Methods
سال: 2014
ISSN: 0165-0270
DOI: 10.1016/j.jneumeth.2013.09.015