A comparison of displacement and energetic variables between three team sport GPS devices

ABSTRACT This study compared the outputs of three different commercially-available GPS player-tracking devices for a range of commonly used displacement and energetic variables in activities replicating team sport movements. Professional male soccer players (n = 7), simultaneously wore three GPS devices (Catapult OptimEye S5, GPExe Pro 1, StatSport ViperPod) whilst completing four separate drills, comprising progressively more complex changes in speed and direction. Displacement (distance, speed) and energetic (energy cost, metabolic power, energy expenditure) variables were compared for each device. All three devices tended to under-estimate distance compared to the known value for each drill, with only minor and inconsistent differences between devices. There were no differences between devices for average speed. For energetic variables, substantial differences were found between each device, and these differences magnified as movement tasks became more erratic. Given that energetic variables are derived from measures of instantaneous speed, and also incorporate the magnitude and direction of change between successive data points, these differences may be attributable to disparities in raw data quality, filtering techniques and calculation methods. In order to provide comparable estimates of energetic variables in team sports, player-tracking devices must be capable of accurately recording instantaneous velocity in activities comprising frequent changes in speed and direction.

[1]  Cloe Cummins,et al.  Global Positioning Systems (GPS) and Microtechnology Sensors in Team Sports: A Systematic Review , 2013, Sports Medicine.

[2]  Jürgen Freiwald,et al.  Validity and reliability of GPS and LPS for measuring distances covered and sprint mechanical properties in team sports , 2018, PloS one.

[3]  Peter Peeling,et al.  Comparing Global Positioning System and Global Navigation Satellite System Measures of Team-Sport Movements. , 2018, International journal of sports physiology and performance.

[4]  Matthew C. Varley,et al.  Validity and reliability of GPS for measuring instantaneous velocity during acceleration, deceleration, and constant motion , 2012, Journal of sports sciences.

[5]  P. Larsson,et al.  Global Positioning System and Sport-Specific Testing , 2003, Sports medicine.

[6]  Peter Peeling,et al.  Gold Standard or Fool’s Gold? The Efficacy of Displacement Variables as Indicators of Energy Expenditure in Team Sports , 2016, Sports Medicine.

[7]  P. D. di Prampero,et al.  Sprint running: a new energetic approach , 2005, Journal of Experimental Biology.

[8]  Riccardo Bernardini,et al.  Energy cost and metabolic power in elite soccer: a new match analysis approach. , 2010, Medicine and science in sports and exercise.

[9]  Thomas Reilly,et al.  This material is the copyright of the original publisher. Unauthorised copying and distribution is prohibited. The Role of Motion Analysis in Elite Soccer Contemporary Performance Measurement Techniques and Work Rate Data , 2008 .

[10]  Arne Jaspers,et al.  Methodological Considerations When Quantifying High-Intensity Efforts in Team Sport Using Global Positioning System Technology. , 2017, International journal of sports physiology and performance.

[11]  Stuart J. Cormack,et al.  The validity and reliability of GPS units for measuring distance in team sport specific running patterns. , 2010, International journal of sports physiology and performance.

[12]  Tannath J. Scott,et al.  The Validity and Reliability of Global Positioning Systems in Team Sport: A Brief Review. , 2016, Journal of strength and conditioning research.

[13]  A. Coutts,et al.  Unpacking the Black Box: Applications and Considerations for Using GPS Devices in Sport. , 2017, International journal of sports physiology and performance.

[14]  Stuart Morgan,et al.  Horizontal positioning error derived from stationary GPS units: A function of time and proximity to building infrastructure , 2009 .

[15]  Jamie A Harley,et al.  The validity and reliability of 1-Hz and 5-Hz global positioning systems for linear, multidirectional, and soccer-specific activities. , 2010, International journal of sports physiology and performance.

[16]  Paola Zamparo,et al.  Accuracy of a 10 Hz GPS Unit in Measuring Shuttle Velocity Performed at Different Speeds and Distances (5 – 20 M) , 2016, Journal of human kinetics.

[17]  Esa Peltola,et al.  Application of four different football match analysis systems: A comparative study , 2010, Journal of sports sciences.

[18]  Nicholas Gant,et al.  Rapid Directional Change Degrades GPS Distance Measurement Validity during Intermittent Intensity Running , 2014, PloS one.

[19]  Aaron J Coutts,et al.  Evolution of football match analysis research , 2014, Journal of sports sciences.

[20]  E. Rampinini,et al.  Accuracy of GPS Devices for Measuring High-intensity Running in Field-based Team Sports , 2014, International Journal of Sports Medicine.

[21]  B. Dawson,et al.  Metabolic power and energy expenditure in an international men’s hockey tournament , 2018, Journal of sports sciences.

[22]  Martin Buchheit,et al.  Monitoring accelerations with GPS in football: time to slow down? , 2014, International journal of sports physiology and performance.

[23]  Kevin G Thompson,et al.  The acceleration dependent validity and reliability of 10 Hz GPS. , 2014, Journal of science and medicine in sport.