PCA Demonstrates Trunk Muscle Pattern Variation with Fall Direction. Application of Principal Component Analysis to a Biomechanical System

PCA Demonstrates Trunk Muscle Pattern Variation with Fall Direction. Application of Principal Component Analysis to a Biomechanical System

Timothy Craig

     

бумажная книга



Издательство: Книга по требованию
Дата выхода: июль 2011
ISBN: 978-3-6391-3542-8
Объём: 84 страниц
Масса: 147 г
Размеры(В x Ш x Т), см: 23 x 16 x 1

This study examines the role of the direction of a fall on neuromuscular response. Electromyography sensors were positioned on the erector spinae of twenty subjects. Falls, simulating slips, occurred in the anterior, posterior, and medial-lateral directions. The average activation curves for the four different fall directions displayed different characteristics. Observations were supported by principal component analysis (PCA). PCA coefficients related all fall directions to a single reflex-like response. Analysis of variance on the coefficients demonstrated that anterior falls had a significantly (p0.05) stronger reflex-like response than posterior falls. There was also a significant (p0.05) difference for the interaction between side of the erector spinae and fall direction for the medial-lateral fall directions. Here the contra-lateral muscle had a stronger reflex-like response than the ipsi-lateral muscle. Possible reasons for the observations could be to increase time available for active responses or decrease the energy transferred if the head impacted the ground.

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