Human Gait Analysis的封面
书籍主题:

Human Gait Analysis

Analysis of Human Gait Dynamics Using Symbolic Time Series Analysis Method

LAP LAMBERT Academic Publishing (2013-09-29 )

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ISBN-13:

978-3-659-42610-0

ISBN-10:
3659426105
EAN:
9783659426100
书籍语言:
英文
作品简介:
Signals obtained from biological systems exhibit pronounced complexity. The patterns of change contain valuable information about the dynamics of underlying control mechanism of the complex biological systems. Human gait is a complex process with multiple inputs and numerous outputs.Various complexity analysis tools have been proposed to extract information from human gait time series. In this study, we used recently developed threshold based symbolic entropy to compare the spontaneous output of the human locomotors system during constrained and metronomically paced walking protocols. The findings indicated that the unprompted output of human locomotors system is more complex during unconstrained normal walking as compared with slow, fast or metronomically paced walking. The results was compared with the Multiscale Entropy (MSE) Analysis proposed and we concluded that the Symbolic Analysis is more robust than multiscale entropy method as well as our method is also useful for smaller time series whereas MSE is not suitable for shorter time series.
出版社 :
LAP LAMBERT Academic Publishing
网址:
https://www.lap-publishing.com/
由(作者):
Anees Qumar Abbasi, Wajid Aziz
页码 :
100
发表日期:
2013-09-29
现货:
备有现货
类别:
信息学,信息技术
价格:
54.90 €
关键词:
signal processing, locomotion, Human gait, Symbolic Entropy, complexity, Time Series

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