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Publications:Developing a Motion Language: Gait Analysis from Accelerometer Sensor Systems
Abstract <p>The advances in sensing technolog<p>The advances in sensing technology provide us with the opportunity to develop mobile and unobtrusive systems to continuously gather gait data. Accelerometers have been shown to be an adequate choice for recording human motion data. For that reason, many previous works have investigated the use of accelerometers for gait analysis. Previous works were able to extract either static temporal information or dynamic general information about the gait patterns. This work aims at extracting both static and dynamic information from acceleration signals. The ability to extract information about the dynamics of gait is exemplified with a novel symmetry measure. The method presented here is based on the motion language approach. A method based on peak detection was chosen as a reference, which we compare to our method. A Gait Rite pressure sensitive mat was used to detect heel-strike and toe-off ground truths. Results show that the proposed approach is as accurate as, more robust than, and conveys more information than the reference method.</p>ation than the reference method.</p>
Author Anita Sant'Anna + , Nicholas Wickström +
Conference 3rd International Conference on Pervasive Computing Technologies for Healthcare - Pervasive Health 2009, PCTHealth 2009, London, 1-3 April, 2009
DOI http://dx.doi.org/10.4108/ICST.PERVASIVEHEALTH2009.5913  +
Diva http://hh.diva-portal.org/smash/record.jsf?searchId=1&pid=diva2:235544
EndPage 8  +
HostPublication Pervasive Health 2009 : 3rd International Conference on Pervasive Computing Technologies for Healthcare  +
Projects SELIES +
PublicationType Conference Paper  +
Publisher IEEE Press  +
StartPage 1  +
Title Developing a Motion Language: Gait Analysis from Accelerometer Sensor Systems  +
Year 2009  +
Has queryThis property is a special property in this wiki. Publications:Developing a Motion Language: Gait Analysis from Accelerometer Sensor Systems + , Publications:Developing a Motion Language: Gait Analysis from Accelerometer Sensor Systems + , Publications:Developing a Motion Language: Gait Analysis from Accelerometer Sensor Systems + , Publications:Developing a Motion Language: Gait Analysis from Accelerometer Sensor Systems + , Publications:Developing a Motion Language: Gait Analysis from Accelerometer Sensor Systems + , Publications:Developing a Motion Language: Gait Analysis from Accelerometer Sensor Systems + , Publications:Developing a Motion Language: Gait Analysis from Accelerometer Sensor Systems + , Publications:Developing a Motion Language: Gait Analysis from Accelerometer Sensor Systems + , Publications:Developing a Motion Language: Gait Analysis from Accelerometer Sensor Systems + , Publications:Developing a Motion Language: Gait Analysis from Accelerometer Sensor Systems +
Categories Publication  +
Modification dateThis property is a special property in this wiki. 30 September 2016 20:40:32  +
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