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New perspectives in the development of the artificial sport trainer

Abstract: The rapid development of computer science and telecommunications has brought new ways and practices to sport training. The artificial sport trainer, founded on computational intelligence algorithms, has gained momentum in the last years. However, artificial sport trainer usually suffers from a lack of automatisation in realization and control phases of the training. In this study, the Digital Twin is proposed as a framework for helping athletes, during realization of training sessions, to make the proper decisions in situations they encounter. The digital twin for artificial sport trainer is based on the cognitive model of humans. This concept has been applied to cycling, where a version of the system on a Raspberry Pi already exists. The results of porting the digital twin on the mentioned platform shows promising potential for its extension to other sport disciplines.

Other publications of the same journal or congress with authors from the University of Cantabria

 Fuente: Applied Sciences 2021, 11, 23, 11452

 Publisher: MDPI

 Year of publication: 2021

 No. of pages: 14

 Publication type: Article

 DOI: 10.3390/app112311452

 ISSN: 2076-3417

 Spanish project: TIN2017-89275-R

 European project: info:eu-repo/grantAgreement/EC/H2020/778035/EU/PDE-based geometric modelling, image processing, and shape reconstruction/PDE-GIR/

 Publication Url: https://doi.org/10.3390/app112311452

Authorship

FISTER, IZTOK JR.

SALCEDO-SANZ, SANCHO

FISTER, DUŠAN

FISTER, IZTOK