학술논문

Automatic Event Identification of Para Powerlifting Bench Press with a Single Inertial Measurement Unit
Document Type
Conference
Source
2022 IEEE International Workshop on Sport, Technology and Research (STAR) Sport, Technology and Research (STAR), 2022 IEEE International Workshop on. :164-168 Jul, 2022
Subject
Bioengineering
Computing and Processing
General Topics for Engineers
Robotics and Control Systems
Signal Processing and Analysis
Training
Presses
Measurement units
Event detection
Inertial navigation
Timing
Reliability
powerlifting
bar velocity
inertial sensor
Language
Abstract
Maximal bench press exercise represents the main competition in Paralympic powerlifting. Several events can be defined during the barbell lifting movement that are of interest for sport performance. To date, inertial measurement units (IMUs) are considered a valid and reliable tool for obtaining parametric values of the barbell linear velocity. Although the identification of the different phases of the bench press movement is of interest for sports performance monitoring and optimization, algorithms for time event identification are still lacking. The present study proposes a single sensor-based method for the identification of key performance time events during the Paralympic bench press. The timing of events was identified from linear acceleration and velocity signals and validated against video recordings. The proposed algorithm showed an average event detection error rate of 2.8%. Average differences between measurement systems ranged between 0.02 and 0.12 s. Inter-subject variability proved to be the major constraint towards an accurate IMU-based event detection (maximum absolute error = 0.50 s). Intraclass correlation coefficients indicated excellent to moderate test-retest reliability for most of the events. Overall, the proposed method represents a promising approach for monitoring specific aspects of the Paralympic bench press technique from which coaches and athletes could benefit to improve training protocols and sports performance.