The use of inertial measurement units for analyzing change of direction movement in sports: A scoping review

被引:24
作者
Alanen, A. M. [1 ]
Raisanen, A. M. [1 ,2 ]
Benson, L. C. [1 ,3 ]
Pasanen, K. [1 ,4 ,5 ,6 ]
机构
[1] Univ Calgary, Fac Kinesiol, Sport Injury Prevent Res Ctr, 2500 Univ Dr NW, Calgary, AB T2N 1N4, Canada
[2] Western Univ Hlth Sci, Dept Phys Therapy Educ, Coll Hlth Sci, Lebanon, OR USA
[3] US Olymp & Paralymp Comm, Colorado Springs, CO USA
[4] Univ Calgary, Alberta Childrens Hosp Res Inst, Calgary, AB, Canada
[5] Univ Calgary, McCaig Inst Bone & Joint Hlth, Calgary, AB, Canada
[6] Tampere Res Ctr Sports Med, UKK Inst, Tampere, Finland
基金
加拿大健康研究院;
关键词
Agility; accelerometer; change of direction; motion capture; wearable technology; REACTIVE AGILITY; TEAM SPORTS; MOUNTED ACCELEROMETER; PROSPECTIVE COHORT; SOCCER PLAYERS; GAIT ANALYSIS; ACL INJURIES; JUMP; PERFORMANCE; HANDBALL;
D O I
10.1177/17479541211003064
中图分类号
F [经济];
学科分类号
02 ;
摘要
Change of direction movement is common in sports and the ability to perform this complex movement efficiently is related to athlete's performance. Wearable devices have been used to evaluate aspects of change of direction movement, but so far there are no clear recommendations on specific metrics to be used. The aims of this scoping review were to evaluate the reliability and validity of inertial measurement unit sensors to provide information on change of direction movement and to summarize the available evidence on inertial measurement units in analyzing change of direction movement in sports. A systematic search was employed in MEDLINE (Ovid), CINAHL (EBSCO host), SPORTDiscus (EBSCO host), EMBASE and Cochrane Database of Systematic Reviews and Web of Science to identify eligible studies. A complementary grey literature search was employed to locate non-peer reviewed studies. The risk of bias of the studies evaluating validity and/or reliability was evaluated using the AXIS tool. The initial search identified 15,165 studies. After duplicate removal and full-text screening 49 studies met the inclusion criteria, with 11 studies evaluating validity and/or reliability. There are promising results on the validity and reliability, but the number of studies is still small and the quality of the studies is limited. Most of the studies were conducted with pre-planned movements and participants were usually adult males. Varying sensor locations limits the ability to generalize these findings. Inertial measurement units (IMU) can be used to detect change of direction (COD) movements and COD heading angles with acceptable validity, but IMU measured or derived kinetic or kinematic variables present inconsistency and over-estimation. Studies can be improved with larger sample sizes and agreement on the metrics used and sensor placement. Future research should include more on-field studies.
引用
收藏
页码:1332 / 1353
页数:22
相关论文
共 119 条
[1]   Contact times of change-of-direction manoeuvres are influenced by age and the type of sports: a novel protocol using the SpeedCourt® system [J].
Achenbach, Leonard ;
Krutsch, Werner ;
Koch, Matthias ;
Zeman, Florian ;
Nerlich, Michael ;
Angele, Peter .
KNEE SURGERY SPORTS TRAUMATOLOGY ARTHROSCOPY, 2019, 27 (03) :991-999
[2]   Toward Automatic Activity Classification and Movement Assessment During a Sports Training Session [J].
Ahmadi, Amin ;
Mitchell, Edmond ;
Richter, Chris ;
Destelle, Francois ;
Gowing, Marc ;
O'Connor, Noel E. ;
Moran, Kieran .
IEEE INTERNET OF THINGS JOURNAL, 2015, 2 (01) :23-32
[3]   Indirect Measurement of Ground Reaction Forces and Moments by Means of Wearable Inertial Sensors: A Systematic Review [J].
Ancillao, Andrea ;
Tedesco, Salvatore ;
Barton, John ;
O'Flynn, Brendan .
SENSORS, 2018, 18 (08)
[4]   Does minimizing co-contraction increase agility test performance? [J].
Arpinar-Avsar, Pinar ;
Celik, Huseyin .
ISOKINETICS AND EXERCISE SCIENCE, 2020, 28 (02) :111-118
[5]   Physical demand of seven closed agility drills [J].
Atkinson, Mark ;
Rosalie, Simon ;
Netto, Kevin .
SPORTS BIOMECHANICS, 2016, 15 (04) :473-480
[6]   Understanding injury mechanisms: a key component of preventing injuries in sport [J].
Bahr, R ;
Krosshaug, T .
BRITISH JOURNAL OF SPORTS MEDICINE, 2005, 39 (06) :324-329
[7]   ASSESSMENT OF A NOVEL ALGORITHM TO DETERMINE CHANGE-OF-DIRECTION ANGLES WHILE RUNNING USING INERTIAL SENSORS [J].
Balloch, Aaron S. ;
Meghji, Mahir ;
Newton, Robert U. ;
Hart, Nicolas H. ;
Weber, Jason A. ;
Ahmad, Iftekhar ;
Habibi, Daryoush .
JOURNAL OF STRENGTH AND CONDITIONING RESEARCH, 2020, 34 (01) :134-144
[8]   Mechanical Player Load™ using trunk-mounted accelerometry in football: Is it a reliable, task- and player-specific observation? [J].
Barreira, Paulo ;
Robinson, Mark A. ;
Drust, Barry ;
Nedergaard, Niels ;
Azidin, Raja Mohammed Firhad Raja ;
Vanrenterghem, Jos .
JOURNAL OF SPORTS SCIENCES, 2017, 35 (17) :1674-1681
[9]   What is the true evidence for gender-related differences during plant and cut maneuvers? A systematic review [J].
Benjaminse, Anne ;
Gokeler, Alli ;
Fleisig, Glenn S. ;
Sell, Timothy C. ;
Otten, Bert .
KNEE SURGERY SPORTS TRAUMATOLOGY ARTHROSCOPY, 2011, 19 (01) :42-54
[10]   Workload a-WEAR-ness: Monitoring Workload in Team Sports With Wearable Technology. A Scoping Review [J].
Benson, Lauren C. ;
Raisanen, Anu M. ;
Volkova, Valeriya G. ;
Pasanen, Kati ;
Emery, Carolyn A. .
JOURNAL OF ORTHOPAEDIC & SPORTS PHYSICAL THERAPY, 2020, 50 (10) :549-+