Predicting the Speed of Chinese Elite Cross-Country Skiers: A Neural Network Approach Based on the Measurement of Key Biomechanical and Physiological Parameters

Predicting the Speed of Chinese Elite Cross-Country Skiers: A Neural Network Approach Based on the Measurement of Key Biomechanical and Physiological Parameters

This study aimed to identify key biomechanical and physiological parameters affecting cross-country skiing performance and develop a neural network model for predicting skiing speed. Biomechanical attributes (cycle length and rate, vertical displacement of the center of mass, and angular kinematics)...

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Bibliographic Details
Main Authors: Huijuan Shi, Xiaolan Zhu, Shuang Zhao, Hans-Christer Holmberg, Hui Liu
Format: Article
Language:English
Published: MDPI AG 2024-12-01
Series:Applied Sciences
Subjects:
skiing performance
kinematics
evaluation
neural network
Online Access:https://www.mdpi.com/2076-3417/14/24/11488
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