Title :
Capturing basic movements for mobile platforms embedded with motion sensors
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of North Carolina at Charlotte (UNC Charlotte), Charlotte, NC, USA
fDate :
Aug. 28 2012-Sept. 1 2012
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.
Keywords :
accelerometers; biomechanics; computer games; gyroscopes; microcomputers; mobile computing; motion measurement; pattern recognition; smart phones; Dance Dance Revolution; accelerometer; basic movement capture; dance game; distance based pattern recognition algorithm; dual module design; gaming; gyroscope; mobile platforms; motion sensors; smart phones; Accelerometers; Games; Gyroscopes; Mobile communication; Sensors; Standards; Training; Algorithms; Biosensing Techniques; Humans; Motion; Movement;
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE
Conference_Location :
San Diego, CA
Print_ISBN :
978-1-4244-4119-8
Electronic_ISBN :
1557-170X
DOI :
10.1109/EMBC.2012.6346467