Machine learning-based prediction of head impact dynamics using an instrumented cycling helmet

Real-time head impact data are crucial for advancing cyclist safety; however, current helmet-mounted devices are frequently limited by substantial measurement errors. This research explores a machine learning (ML) approach to enhance the interpretability of sensor data, with the aim of classifying i...

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Bibliographic Details
Main Authors: Ben Emsley, Jon Farmer, Paul Goodall, Paul Sherratt, Tom Jackson, Andrew West
Format: Default Article
Published: 2025
Subjects:
Smart cycling helmets
Head impacts
Machine learning
Impact location
Peak linear acceleration
Online Access:https://hdl.handle.net/2134/30305029.v1
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