Kinematic Analysis of the Postural Demands in Professional Soccer Match Play Using Inertial Measurement Units

被引:5
作者
Oliva-Lozano, Jose M. [1 ]
Maraver, Elisa F. [2 ]
Fortes, Victor [3 ]
Muyor, Jose M. [1 ,4 ]
机构
[1] Univ Almeria, Hlth Res Ctr, Almeria 04120, Spain
[2] Univ Oberta Catalunya, Fac Comp Sci Multimedia & Telecommun, Barcelona 08018, Spain
[3] Union Deport Almeria, Almeria 04007, Spain
[4] Univ Almeria, Lab Kinesiol Biomech & Ergon KIBIOMER Lab, Res Cent Serv, Almeria 04120, Spain
关键词
football demands; running posture; game analysis; load management; team sports; tracking systems; LOW-BACK-PAIN; TRUNK POSTURE; MOVEMENT; BIOMECHANICS; PERFORMANCE; AWARENESS; SKILLS;
D O I
10.3390/s20215971
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
The development of wearable sensors has allowed the analysis of trunk kinematics in match play, which is necessary for a better understanding of the postural demands of the players. The aims of this study were to analyze the postural demands of professional soccer players by playing position. A longitudinal study for 13 consecutive microcycles, which included one match per microcycle, was conducted. Wearable sensors with inertial measurement units were used to collect the percentage (%) of playing time spent and G-forces experienced in different trunk inclinations and the inclination required for different speeds thresholds. The inclination zone had a significant effect on the time percentage spent on each zone (p < 0.001, partial eta-squared (eta p(2) = 0.85) and the G-forces experienced by the players (p < 0.001, eta p(2) = 0.24). Additionally, a significant effect of the speed variable on the trunk inclination zones was found, since trunk flexion increased with greater speeds (p < 0.001; eta p(2) = 0.73), except for midfielders. The players spent most of the time in trunk flexion between 20 degrees and 40 degrees; the greatest G-forces were observed in trunk extension zones between 0 degrees and 30 degrees, and a linear relationship between trunk inclination and speed was found. This study presents a new approach for the analysis of players' performance. Given the large volumes of trunk flexion and the interaction of playing position, coaches are recommended to incorporate position-specific training drills aimed to properly prepare the players for the perception-action demands (i.e., visual exploration and decision-making) of the match, as well as trunk strength exercises and other compensatory strategies before and after the match.
引用
收藏
页码:1 / 11
页数:11
相关论文
共 41 条
  • [1] High-intensity efforts in elite soccer matches and associated movement patterns, technical skills and tactical actions. Information for position-specific training drills
    Ade, Jack
    Fitzpatrick, John
    Bradley, Paul S.
    [J]. JOURNAL OF SPORTS SCIENCES, 2016, 34 (24) : 2205 - 2214
  • [2] Accuracy, intra- and inter-unit reliability, and comparison between GPS and UWB-based position-tracking systems used for time-motion analyses in soccer
    Bastida Castillo, Alejandro
    Gomez Carmona, Carlos D.
    De la cruz Sanchez, Ernesto
    Pino Ortega, Jose
    [J]. EUROPEAN JOURNAL OF SPORT SCIENCE, 2018, 18 (04) : 450 - 457
  • [3] Midfielder as the prominent participant in the building attack: A network analysis of national teams in FIFA World Cup 2014
    Clemente, Filipe Manuel
    Lourenco Martins, Fernando Manuel
    Wong, Del P.
    Kalamaras, Dimitris
    Mendes, Rui Sousa
    [J]. INTERNATIONAL JOURNAL OF PERFORMANCE ANALYSIS IN SPORT, 2015, 15 (02) : 704 - 722
  • [4] Fasel Benedikt, 2018, IEEE J Biomed Health Inform, V22, P77, DOI 10.1109/JBHI.2017.2659758
  • [5] The Use of Wearable Inertial Motion Sensors in Human Lower Limb Biomechanics Studies: A Systematic Review
    Fong, Daniel Tik-Pui
    Chan, Yue-Yan
    [J]. SENSORS, 2010, 10 (12) : 11556 - 11565
  • [6] Accelerometry as a method for external workload monitoring in invasion team sports. A systematic review
    Gomez-Carmona, Carlos D.
    Bastida-Castillo, Alejandro
    Ibanez, Sergio J.
    Pino-Ortega, Jose
    [J]. PLOS ONE, 2020, 15 (08):
  • [7] Static and dynamic reliability of WIMU PRO™ accelerometers according to anatomical placement
    Gomez-Carmona, Carlos D.
    Bastida-Castillo, Alejandro
    Garcia-Rubio, Javier
    Ibanez, Sergio J.
    Pino-Ortega, Jose
    [J]. PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART P-JOURNAL OF SPORTS ENGINEERING AND TECHNOLOGY, 2019, 233 (02) : 238 - 248
  • [8] Influence of playing position and laterality in centripetal force and changes of direction in elite soccer players
    Granero-Gil, Paulino
    Gomez-Carmona, Carlos D.
    Bastida-Castillo, Alejandro
    Rojas-Valverde, Daniel
    de la Cruz, Ernesto
    Pino-Ortega, Jose
    [J]. PLOS ONE, 2020, 15 (04):
  • [9] Lumbopelvic motor control and low back pain in elite soccer players: a cross-sectional study
    Grosdent, Stephanie
    Demoulin, Christophe
    de La Cruz, Carlos Rodriguez
    Giop, Romain
    Tomasella, Marco
    Crielaard, Jean-Michel
    Vanderthommen, Marc
    [J]. JOURNAL OF SPORTS SCIENCES, 2016, 34 (11) : 1021 - 1029
  • [10] Multi-Sensor Fusion for Enhanced Contextual Awareness of Everyday Activities with Ubiquitous Devices
    Guiry, John J.
    van de Ven, Pepijn
    Nelson, John
    [J]. SENSORS, 2014, 14 (03) : 5687 - 5701