Virtual hooping: teaching a phone about hula-hooping for fitness, fun and rehabilitation

Music, J. and Murray-Smith, R. (2010) Virtual hooping: teaching a phone about hula-hooping for fitness, fun and rehabilitation. In: De Sá, M., Carriço, L.M. and Correia, N. (eds.) Proceedings of the 12th International Conference on Human Computer Interaction with Mobile Devices and Services, Lisbon, Portugal, 7-10 September 2010. Association for Computing Machinery: New York, USA. ISBN 9781605588353 (doi:10.1145/1851600.1851654)

Music, J. and Murray-Smith, R. (2010) Virtual hooping: teaching a phone about hula-hooping for fitness, fun and rehabilitation. In: De Sá, M., Carriço, L.M. and Correia, N. (eds.) Proceedings of the 12th International Conference on Human Computer Interaction with Mobile Devices and Services, Lisbon, Portugal, 7-10 September 2010. Association for Computing Machinery: New York, USA. ISBN 9781605588353 (doi:10.1145/1851600.1851654)

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Abstract

The paper demonstrates the feasibility of using mobile phones for fitness and rehabilitation purposes by training them to recognise a user's hula-hooping movements. It also proposes several parameters which can be used as a measure of rhythmic movement quality. Experimental measurements were achieved with two test subjects performing two sets of steady hula-hooping. The paper compares algorithm performance with accelerometer, gyroscope and magnetometer sensor readings. Analysis of the recorded data indicated that magnetometers had some advantages over accelerometers for reliable phase extraction. Hilbert transforms were used to extract the phase information, and a Dynamic Rhythmic Primitive Model was identified for the hula-hooping movement. Together these tools allow the creation of hula-hooping performance metrics which can be used in wellness, rehabilitation or entertainment applications for mobile devices. We outline open technical challenges and possible future research directions.

Item Type:Book Sections
Status:Published
Refereed:Yes
Glasgow Author(s) Enlighten ID:Murray-Smith, Professor Roderick
Authors: Music, J., and Murray-Smith, R.
Subjects:Q Science > QA Mathematics > QA75 Electronic computers. Computer science
College/School:College of Science and Engineering > School of Computing Science
Publisher:Association for Computing Machinery
ISBN:9781605588353

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Project CodeAward NoProject NamePrincipal InvestigatorFunder's NameFunder RefLead Dept
446171Multimodal,Negotiated interaction in mobile scenariosRoderick Murray-SmithEngineering & Physical Sciences Research Council (EPSRC)EP/E042740/1COM - COMPUTING SCIENCE