DocumentCode :
2493173
Title :
Basic human motion tracking using a pair of gyro + accelerometer MEMS devices
Author :
Kailas, Aravind
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of North Carolina at Charlotte (UNC Charlotte), Charlotte, NC, USA
fYear :
2012
fDate :
10-13 Oct. 2012
Firstpage :
298
Lastpage :
302
Abstract :
A novel experimental setup using accelerometer and gyroscope sensors embedded on a single board along with a distance-based pattern recognition algorithm is presented for accurately identifying basic movements for possible application in gaming using a mobile platform. As an example, we considered some basic step sequences in the popular dance game (e.g., dance dance revolution), and could detect these movements with a reasonably high probability. We envision that the experimental results presented in this paper will motivate future research in the world of mobile gaming applications using advanced smart phones with a dual module design. It is remarked that the same technology may be used to help the elderly stay at home. This technology can be applied to track and monitor the movements of elderly people to guarantee they are getting up, to detect falls, or to monitor electric wheel chairs so that they may go outside alone thereby assisting the elderly while they live independently in their own homes where they feel safe.
Keywords :
accelerometers; computer games; electric vehicles; geriatrics; gyroscopes; microsensors; mobile computing; motion estimation; object detection; object tracking; pose estimation; probability; wheelchairs; basic human motion tracking; basic movement identification; basic step sequences; dance game; distance-based pattern recognition algorithm; dual module design; elderly people movement monitoring; elderly people movement tracking; electric wheel chair monitoring; fall detection; gyro-accelerometer MEMS devices; gyroscope sensors; mobile gaming applications; movement detection; probability; smart phones; Accelerometers; Games; Gyroscopes; Mobile communication; Sensors; Standards; Training;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
e-Health Networking, Applications and Services (Healthcom), 2012 IEEE 14th International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4577-2039-0
Electronic_ISBN :
978-1-4577-2038-3
Type :
conf
DOI :
10.1109/HealthCom.2012.6379424
Filename :
6379424
Link To Document :
بازگشت