Construction of a neural network-based model for training data analysis and performance prediction of athletes

• Published in: Applied mathematics and nonlinear sciences Vol. 10; no. 1
• Main Author: Xie, Shiyu
• Format: Journal Article
• Language: English
• Published: Beirut Sciendo 01.01.2025; De Gruyter Poland
• Subjects: 68T01; Athlete training data analysis; Athletes; Automatic codec network model; Clustering; Dynamic time regularization algorithm; KinectV2; Self-organizing mapping network

At present, the traditional sports training management mode is obsolete, which can’t do the scientific guidance for athletes’ training. This paper proposes a movement prediction system based on self-organizing mapping network, which firstly adopts a filter combining jitter clear and bi-exponential s...