000147895 001__ 147895
000147895 005__ 20250109162738.0
000147895 0247_ $$2doi$$a10.3390/sports13010010
000147895 0248_ $$2sideral$$a141444
000147895 037__ $$aART-2025-141444
000147895 041__ $$aeng
000147895 100__ $$0(orcid)0000-0003-2935-1819$$aGascón, Alberto$$uUniversidad de Zaragoza
000147895 245__ $$aA diagnostic and performance system for soccer: technical design and development
000147895 260__ $$c2025
000147895 5060_ $$aAccess copy available to the general public$$fUnrestricted
000147895 5203_ $$aThis study presents a novel system for diagnosing and evaluating soccer performance using wearable inertial sensors integrated into players’ insoles. Designed to meet the needs of professional podiatrists and sports practitioners, the system focuses on three key soccer-related movements: passing, shooting, and changes of direction (CoDs). The system leverages low-power IMU sensors, Bluetooth Low Energy (BLE) communication, and a cloud-based architecture to enable real-time data analysis and performance feedback. Data were collected from nine professional players from the SD Huesca women’s team during controlled tests, and bespoke algorithms were developed to process kinematic data for precise event detection. Results indicate high accuracy rates for detecting ball-striking events and CoDs, with improvements in algorithm performance achieved through adaptive thresholds and ensemble neural network models. Compared to existing systems, this approach significantly reduces costs and enhances practicality by minimizing the number of sensors required while ensuring real-time evaluation capabilities. However, the study is limited by a small sample size, which restricts generalizability. Future research will aim to expand the dataset, include diverse sports, and integrate additional sensors for broader applications. This system offers a valuable tool for injury prevention, player rehabilitation, and performance optimization in professional soccer, bridging technical advancements with practical applications in sports science.
000147895 536__ $$9info:eu-repo/grantAgreement/ES/AEI/PID2020-116011RB-C22$$9info:eu-repo/grantAgreement/ES/DGA/T27-23R$$9info:eu-repo/grantAgreement/ES/MICINN/RTC2019-007016-1
000147895 540__ $$9info:eu-repo/semantics/openAccess$$aby$$uhttp://creativecommons.org/licenses/by/3.0/es/
000147895 655_4 $$ainfo:eu-repo/semantics/article$$vinfo:eu-repo/semantics/publishedVersion
000147895 700__ $$0(orcid)0000-0002-7396-7840$$aMarco, Álvaro
000147895 700__ $$0(orcid)0000-0003-3431-5863$$aBuldain, David$$uUniversidad de Zaragoza
000147895 700__ $$aAlfaro-Santafé, Javier
000147895 700__ $$aAlfaro-Santafé, José Víctor
000147895 700__ $$aGómez-Bernal, Antonio
000147895 700__ $$0(orcid)0000-0001-5316-8171$$aCasas, Roberto$$uUniversidad de Zaragoza
000147895 7102_ $$15008$$2785$$aUniversidad de Zaragoza$$bDpto. Ingeniería Electrón.Com.$$cÁrea Tecnología Electrónica
000147895 773__ $$g13, 10 (2025)$$tSports$$x2075-4663
000147895 8564_ $$s7491633$$uhttps://zaguan.unizar.es/record/147895/files/texto_completo.pdf$$yVersión publicada
000147895 8564_ $$s2532679$$uhttps://zaguan.unizar.es/record/147895/files/texto_completo.jpg?subformat=icon$$xicon$$yVersión publicada
000147895 909CO $$ooai:zaguan.unizar.es:147895$$particulos$$pdriver
000147895 951__ $$a2025-01-09-14:41:25
000147895 980__ $$aARTICLE