Motion capture technology in industrial applications: A systematic review

M Menolotto, DS Komaris, S Tedesco, B O'Flynn… - Sensors, 2020 - mdpi.com
The rapid technological advancements of Industry 4.0 have opened up new vectors for novel
industrial processes that require advanced sensing solutions for their realization. Motion …

Big data and tactical analysis in elite soccer: future challenges and opportunities for sports science

R Rein, D Memmert - SpringerPlus, 2016 - Springer
Until recently tactical analysis in elite soccer were based on observational data using
variables which discard most contextual information. Analyses of team tactics require …

A systematic review of collective tactical behaviours in football using positional data

B Low, D Coutinho, B Gonçalves, R Rein, D Memmert… - Sports Medicine, 2020 - Springer
Background Performance analysis research in association football has recently cusped a
paradigmatic shift in the way tactical behaviours are studied. Based on insights from system …

Machine and deep learning for sport-specific movement recognition: A systematic review of model development and performance

EE Cust, AJ Sweeting, K Ball… - Journal of sports …, 2019 - Taylor & Francis
Objective assessment of an athlete's performance is of importance in elite sports to facilitate
detailed analysis. The implementation of automated detection and recognition of sport …

Straight sprinting is the most frequent action in goal situations in professional football

O Faude, T Koch, T Meyer - Journal of sports sciences, 2012 - Taylor & Francis
The present study aimed to analyse the influence of speed and power abilities in goal
situations in professional football. During the second half of the season 2007/08, videos of …

Application of Internet of Things and artificial intelligence for smart fitness: A survey

A Farrokhi, R Farahbakhsh, J Rezazadeh, R Minerva - Computer Networks, 2021 - Elsevier
The revolution of Internet of Things (IoT) is pervading many facets of our everyday life.
Among the multiple IoT application domains, well-being is becoming one of the popular …

Accelerometry as a method for external workload monitoring in invasion team sports. A systematic review

CD Gómez-Carmona, A Bastida-Castillo, SJ Ibáñez… - PloS one, 2020 - journals.plos.org
Accelerometry is a recent method used to quantify workload in team sports. A rapidly
increasing number of studies supports the practical implementation of accelerometry …

Measuring physical demands in basketball: an explorative systematic review of practices

JL Russell, BD McLean, FM Impellizzeri, DS Strack… - Sports Medicine, 2021 - Springer
Background Measuring the physical work and resultant acute psychobiological responses of
basketball can help to better understand and inform physical preparation models and …

Sports teams as superorganisms: Implications of sociobiological models of behaviour for research and practice in team sports performance analysis

R Duarte, D Araújo, V Correia, K Davids - Sports medicine, 2012 - Springer
Significant criticisms have emerged on the way that collective behaviours in team sports
have been traditionally evaluated. A major recommendation has been for future research …

The impact of technology on sports–A prospective study

N Frevel, D Beiderbeck, SL Schmidt - Technological Forecasting and Social …, 2022 - Elsevier
Rapid technological progress and digitalization have considerably changed the role of
technology in sports in the past two decades. As the human limits of performance have been …