Body Area Wireless Sensor Networks for the Analysis of Cycling Performance

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Marin-Perianu, Raluca, Marin-Perianu, Mihai, Rouffet, David, Taylor, Simon, Havinga, Paul, Begg, Rezaul and Palaniswami, M (2011) Body Area Wireless Sensor Networks for the Analysis of Cycling Performance. In: Proceedings of the 5th International ICST Conference on Body Area Networks : 10-12 September 2010, Corfu, Greece : BodyNets 2010. Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, New York, pp. 1-7.

Abstract

In high-performance cycling, there is a need for advanced technological means of assessing the cyclists’ performance during training and competition, and the risk of overuse injuries. Existing techniques rely on off-line, laboratory-based analysis, as well as on outfitting the bike with various sensors and transducers that give an estimate of the performance during training and racing. We propose a radically different approach, with the aim of determining the actual status of the cyclist’s body in real-time and real-life conditions. Our solution is based on body area wireless motion sensor nodes that can collaboratively process the sensory information and give immediate feedback to the cyclists. We study experimentally the accuracy of such a system with respect to the gold standard camera system. The biomechanics measures of interest are the knee and ankle angles of the cyclists, which give an indication of the correctness and efficiency of the cycling technique. The results obtained from a series of experiments with nine subjects show the accuracy of the motion sensor system compared with the reference given by the camera system. Furthermore, we analyse the wireless characteristics of our system, the energy expenditure and possible improvements.

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Item type Book Section
URI https://vuir.vu.edu.au/id/eprint/9978
DOI https://doi.org/10.1145/2221924.2221926
Official URL http://dl.acm.org/citation.cfm?id=2221926&CFID=251...
ISBN 9781936968305, 9781450300292
Subjects Historical > FOR Classification > 1005 Communications Technologies
Historical > FOR Classification > 1106 Human Movement and Sports Science
Historical > SEO Classification > 9501 Arts and Leisure
Historical > Faculty/School/Research Centre/Department > Institute of Sport, Exercise and Active Living (ISEAL)
Keywords ResPubID20175, portable wireless system, cyclists, sensor nodes, parameters, wireless communication
Citations in Scopus 5 - View on Scopus
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