Wearable Sensors in Sports for Persons with Disability: A Systematic Review.

athletes biomechanics electromyography inertial sensors paralympic sport technology

Journal

Sensors (Basel, Switzerland)
ISSN: 1424-8220
Titre abrégé: Sensors (Basel)
Pays: Switzerland
ID NLM: 101204366

Informations de publication

Date de publication:
07 Mar 2021
Historique:
received: 29 12 2020
revised: 08 02 2021
accepted: 01 03 2021
entrez: 3 4 2021
pubmed: 4 4 2021
medline: 13 4 2021
Statut: epublish

Résumé

The interest and competitiveness in sports for persons with disabilities has increased significantly in the recent years, creating a demand for technological tools supporting practice. Wearable sensors offer non-invasive, portable and overall convenient ways to monitor sports practice. This systematic review aims at providing current evidence on the application of wearable sensors in sports for persons with disability. A search for articles published in English before May 2020 was performed on Scopus, Web-Of-Science, PubMed and EBSCO databases, searching titles, abstracts and keywords with a search string involving terms regarding wearable sensors, sports and disability. After full paper screening, 39 studies were included. Inertial and EMG sensors were the most commonly adopted wearable technologies, while wheelchair sports were the most investigated. Four main target applications of wearable sensors relevant to sports for people with disability were identified and discussed: athlete classification, injury prevention, performance characterization for training optimization and equipment customization. The collected evidence provides an overview on the application of wearable sensors in sports for persons with disability, providing useful indication for researchers, coaches and trainers. Several gaps in the different target applications are highlighted altogether with recommendation on future directions.

Identifiants

pubmed: 33799941
pii: s21051858
doi: 10.3390/s21051858
pmc: PMC7961424
pii:
doi:

Types de publication

Journal Article Review Systematic Review

Langues

eng

Sous-ensembles de citation

IM

Subventions

Organisme : Italian Ministry of Defense
ID : PNRM 2019 - WAVE project
Organisme : Ministero dell'Istruzione, dell'Università e della Ricerca
ID : PRIN 2017 - number 2017L2RLZ2_003

Références

Sports Med Open. 2019 Jul 3;5(1):28
pubmed: 31270636
Eur J Appl Physiol. 2020 Jun;120(6):1403-1415
pubmed: 32306152
Sensors (Basel). 2014 Oct 09;14(10):18625-49
pubmed: 25302810
J Electromyogr Kinesiol. 2017 Feb;32:15-21
pubmed: 27889683
Scand J Med Sci Sports. 2014 Oct;24(5):e320-31
pubmed: 24422719
J Electromyogr Kinesiol. 2020 Aug;53:102438
pubmed: 32569878
Adapt Phys Activ Q. 2018 Dec 18;:1-16
pubmed: 30563347
J Sports Sci. 2009 Nov;27(13):1455-61
pubmed: 19787541
Int J Sports Physiol Perform. 2018 Feb 1;13(2):156-162
pubmed: 28530452
J Sports Sci. 2020 Apr;38(8):937-944
pubmed: 32138612
Int J Sports Physiol Perform. 2017 Mar;12(3):275-286
pubmed: 27448391
Am J Phys Med Rehabil. 2016 Apr;95(4):277-90
pubmed: 26368834
J Sci Med Sport. 2018 Dec;21(12):1262-1267
pubmed: 29685827
Sensors (Basel). 2011;11(2):1489-525
pubmed: 22319365
Adapt Phys Activ Q. 2017 Jan;34(1):72-90
pubmed: 28218871
IEEE Eng Med Biol Mag. 2001 Nov-Dec;20(6):38-46
pubmed: 11838257
J Biomech. 2016 Oct 3;49(14):3340-3346
pubmed: 27612973
J Sports Sci Med. 2018 May 14;17(2):205-215
pubmed: 29769821
Sports Biomech. 2019 Apr 16;:1-16
pubmed: 30990117
IEEE Trans Neural Syst Rehabil Eng. 2018 Nov;26(11):2145-2152
pubmed: 30334801
J Sports Med Phys Fitness. 2019 Mar;59(3):387-393
pubmed: 29845832
Spinal Cord Ser Cases. 2016 Jul 07;2:16002
pubmed: 28053746
J Biomech. 2010 May 28;43(8):1573-9
pubmed: 20206934
J Sports Sci. 2011 Feb;29(4):381-7
pubmed: 21259155
Front Neurol. 2020 Sep 02;11:934
pubmed: 32982942
Med Sci Sports Exerc. 2013 Nov;45(11):2193-203
pubmed: 23604069
Adapt Phys Activ Q. 2019 Dec 14;37(1):56-71
pubmed: 31837647
Sensors (Basel). 2018 Mar 15;18(3):
pubmed: 29543747
BMJ. 1994 Jun 4;308(6942):1500-4
pubmed: 7802770
Med Sci Sports Exerc. 2001 Mar;33(3):476-84
pubmed: 11252077
Scand J Med Sci Sports. 2016 Oct;26(10):1239-48
pubmed: 26493357
J Spinal Cord Med. 2013 Jul;36(4):383-93
pubmed: 23820154
Curr Rev Musculoskelet Med. 2020 Aug;13(4):472-478
pubmed: 32474895
Sports Med Open. 2018 Aug 15;4(1):38
pubmed: 30112621
Clin J Sport Med. 2012 Jan;22(1):46-50
pubmed: 22222586
Int J Sports Physiol Perform. 2018 Sep 1;13(8):1050-1058
pubmed: 29431595
J Electromyogr Kinesiol. 2003 Apr;13(2):181-90
pubmed: 12586523
Biosensors (Basel). 2020 Dec 15;10(12):
pubmed: 33333888
Am J Phys Med Rehabil. 2015 Jan;94(1):28-37
pubmed: 24919082
Prosthet Orthot Int. 2012 Sep;36(3):380-95
pubmed: 22918919
J Appl Biomech. 2010 May;26(2):240-5
pubmed: 20498497
Sensors (Basel). 2016 Jan 21;16(1):
pubmed: 26805847
Biomed Res Int. 2015;2015:275965
pubmed: 26543852
Int J Sports Med. 2001 May;22(4):280-4
pubmed: 11414671
Br J Sports Med. 2011 Apr;45(4):259-69
pubmed: 19850575
J Biomech. 2014 Jul 18;47(10):2306-13
pubmed: 24818794
Eur J Sport Sci. 2018 Jul;18(6):806-819
pubmed: 29741985
J Appl Biomech. 2017 Aug;33(4):294-299
pubmed: 28084864
Adapt Phys Activ Q. 2019 Jun 27;36(3):325-338
pubmed: 31113207
J Electromyogr Kinesiol. 2020 Apr;51:102402
pubmed: 32092642
J Biomech. 2000 May;33(5):601-8
pubmed: 10708781
Syst Rev. 2016 Dec 5;5(1):210
pubmed: 27919275
Sports Biomech. 2019 Sep 2;:1-16
pubmed: 31475876
J Sports Sci. 2009 Aug;27(10):1051-8
pubmed: 19642049
Appl Bionics Biomech. 2020 Jun 23;2020:2041549
pubmed: 32676126
Int J Sports Physiol Perform. 2018 Aug 1;13(7):891-896
pubmed: 29252106
Sensors (Basel). 2019 Apr 02;19(7):
pubmed: 30987014
Sports Med Arthrosc Rev. 2019 Jun;27(2):56-59
pubmed: 31046009
Clin Biomech (Bristol, Avon). 2006 Dec;21(10):1032-41
pubmed: 16979271
Phys Med Rehabil Clin N Am. 2018 May;29(2):347-369
pubmed: 29627093
J Appl Biomech. 2014 Apr;30(2):326-31
pubmed: 24146035
Sports Med Arthrosc Rev. 2019 Jun;27(2):48-55
pubmed: 31046008
Sports Health. 2016 Jan-Feb;8(1):74-8
pubmed: 26733594
J Rehabil Res Dev. 1992 Summer;29(3):12-28
pubmed: 1640378
J Electromyogr Kinesiol. 2019 Dec;49:102363
pubmed: 31665683
Phys Ther Sport. 2018 Jan;29:26-33
pubmed: 29172095

Auteurs

Lorenzo Rum (L)

Interuniversity Centre of Bioengineering of the Human Neuromusculoskeletal System, Department of Movement, Human and Health Sciences, University of Rome "Foro Italico", Piazza L. De Bosis 6, 00135 Rome, Italy.

Oscar Sten (O)

BioRobotics Institute, Scuola Superiore Sant'Anna, 56025 Pisa, Italy.

Eleonora Vendrame (E)

BioRobotics Institute, Scuola Superiore Sant'Anna, 56025 Pisa, Italy.

Valeria Belluscio (V)

Interuniversity Centre of Bioengineering of the Human Neuromusculoskeletal System, Department of Movement, Human and Health Sciences, University of Rome "Foro Italico", Piazza L. De Bosis 6, 00135 Rome, Italy.

Valentina Camomilla (V)

Interuniversity Centre of Bioengineering of the Human Neuromusculoskeletal System, Department of Movement, Human and Health Sciences, University of Rome "Foro Italico", Piazza L. De Bosis 6, 00135 Rome, Italy.

Giuseppe Vannozzi (G)

Interuniversity Centre of Bioengineering of the Human Neuromusculoskeletal System, Department of Movement, Human and Health Sciences, University of Rome "Foro Italico", Piazza L. De Bosis 6, 00135 Rome, Italy.

Luigi Truppa (L)

BioRobotics Institute, Scuola Superiore Sant'Anna, 56025 Pisa, Italy.

Marco Notarantonio (M)

Joint Veteran Center, Scientific Department, Army Medical Center, 00184 Rome, Italy.

Tommaso Sciarra (T)

Joint Veteran Center, Scientific Department, Army Medical Center, 00184 Rome, Italy.

Aldo Lazich (A)

Joint Veteran Center, Scientific Department, Army Medical Center, 00184 Rome, Italy.

Andrea Mannini (A)

BioRobotics Institute, Scuola Superiore Sant'Anna, 56025 Pisa, Italy.
IRCCS Fondazione Don Carlo Gnocchi, 50143 Firenze, Italy.

Elena Bergamini (E)

Interuniversity Centre of Bioengineering of the Human Neuromusculoskeletal System, Department of Movement, Human and Health Sciences, University of Rome "Foro Italico", Piazza L. De Bosis 6, 00135 Rome, Italy.

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Classifications MeSH