Motion Capture Data Analysis in the Instantaneous Frequency-Domain Using Hilbert-Huang Transform

Motion Capture Data Analysis in the Instantaneous Frequency-Domain Using Hilbert-Huang Transform

Motion capture data are widely used in different research fields such as medical, entertainment, and industry. However, most motion researches using motion capture data are carried out in the time-domain. To understand human motion complexities, it is necessary to analyze motion data in the frequenc...

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Bibliographic Details
Main Authors: Ran Dong, Dongsheng Cai, Soichiro Ikuno
Format: Article
Language:English
Published: MDPI AG 2020-11-01
Series:Sensors
Subjects:
motion capture data
motion analysis
motion primitive
feature extraction
Hilbert-Huang transform
empirical mode decomposition
Online Access:https://www.mdpi.com/1424-8220/20/22/6534

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