A fuzzy logic-based athletic performance assessment for football players using a wearable technology

This paper is focused on the implementation of an athletic performance system for the measurement of the vital signs like Heart rate, temperature, and kinetic parameters like the number of revolutions of a fixed bike wheel for football players. The proposed system uses a Raspberry Pi3 as a base stat...

Full description

Saved in:
Bibliographic Details
Main Authors: AL-Sukeinee, R. J., Marhoon, A. F., Mshatat, R. M.
Format: Conference Proceeding
Language:English
Subjects:
Data collection
Football
Fuzzy logic
Heart rate
Performance assessment
Players
Sensors
Wearable computers
Wearable technology
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
Description
Summary:This paper is focused on the implementation of an athletic performance system for the measurement of the vital signs like Heart rate, temperature, and kinetic parameters like the number of revolutions of a fixed bike wheel for football players. The proposed system uses a Raspberry Pi3 as a base station, in addition to the ESP-32S microcontroller for data collection tools from sensors. Wi-Fi technology is utilized as a communication tool between wireless sensors and the base station. The received data are stored in the base station database, which in turn is analyzed using the fuzzy system. The fuzzy system was applied on three-player status; the rest state, during exercise and after the effort, to evaluate the final player assessment.
ISSN:0094-243X
1551-7616
DOI:10.1063/5.0157323