
Predicting fatigue in midfield players in soccer
Midfielders cover the most distance on the pitch and are critical to both defensive and attacking transitions. Predicting their fatigue involves monitoring workload metrics such as total distance covered, high-intensity sprints, heart rate variability, and recovery times. By combining GPS tracking data, match video analysis, and biometric indicators, coaches can anticipate when a midfielder is approaching physical or cognitive fatigue. This helps in making timely substitutions, adjusting tactical roles, and designing recovery protocols to maintain peak performance throughout the match and across the season.