The use of wearable microsensors to quantify sport-specific movements

Journal article


Chambers, Ryan, Gabbett, Tim J., Cole, Michael H. and Beard, Adam. (2015). The use of wearable microsensors to quantify sport-specific movements. Sports Medicine. 45(7), pp. 1065-1081. https://doi.org/10.1007/s40279-015-0332-9
AuthorsChambers, Ryan, Gabbett, Tim J., Cole, Michael H. and Beard, Adam
Abstract

Background: Microtechnology has allowed sport scientists to understand the locomotor demands of various sports. While wearable global positioning technology has been used to quantify the locomotor demands of sporting activities, microsensors (i.e. accelerometers, gyroscopes and magnetometers) embedded within the units also have the capability to detect sport-specific movements.

Objective: The objective of this study was to determine the extent to which microsensors (also referred to as inertial measurement units and microelectromechanical sensors) have been utilised in quantifying sport-specific movements.

Methods: A systematic review of the use of microsensors and associated terms to evaluate sport-specific movements was conducted; permutations of the terms used included alternate names of the various technologies used, their applications and different applied environments. Studies for this review were published between 2008 and 2014 and were identified through a systematic search of six electronic databases: Academic Search Complete, CINAHL, PsycINFO, PubMed, SPORTDiscus, and Web of Science. Articles were required to have used athlete-mounted sensors to detect sport-specific movements (e.g. rugby union tackle) rather than sensors mounted to equipment and monitoring generic movement patterns.

Results: A total of 2395 studies were initially retrieved from the six databases and 737 results were removed as they were duplicates, review articles or conference abstracts. After screening titles and abstracts of the remaining papers, the full text of 47 papers was reviewed, resulting in the inclusion of 28 articles that met the set criteria around the application of microsensors for detecting sport-specific movements. Eight articles addressed the use of microsensors within individual sports, team sports provided seven results, water sports provided eight articles, and five articles addressed the use of microsensors in snow sports. All articles provided evidence of the ability of microsensors to detect sport-specific movements. Results demonstrated varying purposes for the use of microsensors, encompassing the detection of movement and movement frequency, the identification of movement errors and the assessment of forces during collisions.

Conclusion: This systematic review has highlighted the use of microsensors to detect sport-specific movements across a wide range of individual and team sports. The ability of microsensors to capture sport-specific movements emphasises the capability of this technology to provide further detail on athlete demands and performance. However, there was mixed evidence on the ability of microsensors to quantify some movements (e.g. tackling within rugby union, rugby league and Australian rules football). Given these contrasting results, further research is required to validate the ability of wearable microsensors containing accelerometers, gyroscopes and magnetometers to detect tackles in collision sports, as well as other contact events such as the ruck, maul and scrum in rugby union.

Keywordsglobal position system; inertial measurement unit; team sport; rugby league; golf swing
Year2015
JournalSports Medicine
Journal citation45 (7), pp. 1065-1081
PublisherAdis International Ltd.
ISSN0112-1642
Digital Object Identifier (DOI)https://doi.org/10.1007/s40279-015-0332-9
Scopus EID2-s2.0-84931563080
Open accessPublished as green open access
Research or scholarlyResearch
Page range1065-1081
Research GroupSports Performance, Recovery, Injury and New Technologies (SPRINT) Research Centre
Author's accepted manuscript
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Open
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This record includes a post-peer-review, pre-copyedit version of an article published in Sports Medicine. The final authenticated version is available online at: http://dx.doi.org/10.1007/s40279-015-0332-9

Place of publicationNew Zealand
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https://acuresearchbank.acu.edu.au/item/8qv46/the-use-of-wearable-microsensors-to-quantify-sport-specific-movements

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Effects of textured insoles on balance in people with Parkinson's Disease
Qiu, Feng, Cole, Michael H., Davids, Keith W., Hennig, Ewald M., Silburn, Peter A., Netscher, Heather and Kerr, Graham K.. (2013). Effects of textured insoles on balance in people with Parkinson's Disease. PLoS ONE. 8(12), pp. 1 - 8. https://doi.org/10.1371/journal.pone.0083309
Cognitive tasks influence balance performance in people with Parkinson's disease
Xu, Dong, Muthalib, Mark, Pegoraro, Roger, Mengersen, Kerrie, Cole, Michael, Silburn, Peter and Kerr, Graham. (2013). Cognitive tasks influence balance performance in people with Parkinson's disease. 17th International Congress of Parkinson's Disease and Movement Disorders. United States of America: Movement Disorders Society. pp. S200 - S200
A secondary motor task exaggerates gait deficits in Parkinson's fallers
Kerr, Graham K., Cole, Michael, Wood, Joanne M. and Silburn, Peter A.. (2012). A secondary motor task exaggerates gait deficits in Parkinson's fallers. Congress of the International Society of Electrophysiology & Kinesiology. International Society of Electrophysiology & Kinesiology.
How well do clinical tests predict future falls in older people?
Kerr, Graham K., Wood, Joanne M., Lacherez, Philippe F. and Cole, Michael H.. (2012). How well do clinical tests predict future falls in older people?
Cognitive function and postural instability in people with Parkinson's disease
Xu, Dong, Cole, Michael, Mengersen, Kerrie, Silburn, Peter and Kerr, Graham. (2012). Cognitive function and postural instability in people with Parkinson's disease.
Hamstring asymmetry: The key to recurring injury
Hill, Cameron and Cole, Michael. (2012). Hamstring asymmetry: The key to recurring injury.
A spatiotemporal analysis of gait freezing and the impact of pedunculopontine nucleus stimulation
Thevathasan, Wesley, Cole, Michael H., Graepel, Cara L., Hyam, Jonathan A., Jenkinson, Ned, Brittain, John-Stuart, Coyne, Terry J., Silburn, Peter A., Aziz, Tipu Z., Kerr, Graham K. and Brown, Peter. (2012). A spatiotemporal analysis of gait freezing and the impact of pedunculopontine nucleus stimulation. Brain. 135, pp. 1446 - 1454. https://doi.org/10.1093/brain/aws039
Performance of a secondary motor task reveals altered gait patterns in future Parkinson's fallers
Kerr, Graham K., Cole, Michael H., Wood, Joanne M. and Silburn, Peter A.. (2012). Performance of a secondary motor task reveals altered gait patterns in future Parkinson's fallers.
Pedunculopontine nucleus deep brain stimulation produces sustained improvement in primary progressive freezing of gait
Wilcox, Robert A., Cole, Michael H., Wong, David, Coyne, Terry, Silburn, Peter and Kerr, Graham. (2011). Pedunculopontine nucleus deep brain stimulation produces sustained improvement in primary progressive freezing of gait. Journal of Neurology, Neurosurgery and Psychiatry. 82(11), pp. 1256 - 1259. https://doi.org/10.1136/jnnp.2010.213462
Falls in Parkinson's disease: Evidence for altered stepping strategies on compliant surfaces
Cole, Michael H., Silburn, Peter A., Wood, Joanne M. and Kerr, Graham K.. (2011). Falls in Parkinson's disease: Evidence for altered stepping strategies on compliant surfaces. Parkinsonism and Related Disorders. 17(8), pp. 610 - 616. https://doi.org/10.1016/j.parkreldis.2011.05.019
Risk of falls, injurious falls, and other injuries resulting from visual impairment among older adults with age-related macular degeneration
Wood, Joanne M., Lacherez, Philippe, Black, Alex A., Cole, Michael H., Boon, Mei Ying and Kerr, Graham K.. (2011). Risk of falls, injurious falls, and other injuries resulting from visual impairment among older adults with age-related macular degeneration. Investigative Ophthalmology and Visual Science. 52(8), pp. 5088 - 5092. https://doi.org/10.1167/iovs.10-6644
Falls in Parkinson's disease: Kinematic evidence for impaired head and trunk control
Cole, Michael H., Silburn, Peter A., Wood, Joanne M., Worringham, Charles J. and Kerr, Graham K.. (2010). Falls in Parkinson's disease: Kinematic evidence for impaired head and trunk control. Movement Disorders. 25(14), pp. 2369 - 2378. https://doi.org/10.1002/mds.23292
Postural stability and gait among older adults with age-related maculopathy
Wood, Joanne M., Lacherez, Philippe F., Black, Alex A., Cole, Michael H., Boon, Mei Ying and Kerr, Graham K.. (2009). Postural stability and gait among older adults with age-related maculopathy. Investigative Ophthalmology and Visual Science. 50(1), pp. 482 - 487. https://doi.org/10.1167/iovs.08-1942
The x-factor and its relationship to golfing performance
Cole, Michael H. and Grimshaw, Paul N.. (2009). The x-factor and its relationship to golfing performance. Journal of Quantitative Analysis in Sports. 5(1), pp. 1 - 19. https://doi.org/10.2202/1559-0410.1134
Electromyography of the trunk and abdominal muscles in golfers with and without low back pain
Cole, M. H. and Grimshaw, P. N.. (2008). Electromyography of the trunk and abdominal muscles in golfers with and without low back pain. Journal of Science and Medicine in Sport. 11(2), pp. 174 - 181. https://doi.org/10.1016/j.jsams.2007.02.006
Trunk muscle onset and cessation in golfers with and without low back pain
Cole, M. H. and Grimshaw, P. N.. (2008). Trunk muscle onset and cessation in golfers with and without low back pain. Journal of Biomechanics. 41(13), pp. 2829 - 2833. https://doi.org/10.1016/j.jbiomech.2008.07.004