Literature DB >> 30392162

Sampling frequency influences sample entropy of kinematics during walking.

Peter C Raffalt1,2, John McCamley3, William Denton4, Jennifer M Yentes5.   

Abstract

Sample entropy (SaEn) has been used to assess the regularity of lower limb joint angles during walking. However, changing sampling frequency and the number of included strides can potentially affect the outcome. The present study investigated the effect of sample frequency and the number of included strides on the calculations of SaEn in joint angle signals recorded during treadmill walking. Eleven subjects walked at their preferred walking speed for 10 min, and SaEn was calculated on sagittal plane hip, knee, and ankle angle signals extracted from 50, 100, 200, 300, and 400 strides at sampling frequencies of 60, 120, 240, and 480 Hz. Increase in sampling frequency decreased the SaEn significantly for the three joints. The number of included strides had no effect on the SaEn calculated on the hip joint angle and only limited effect on the SaEn calculated on the knee and ankle joint signals. The present study suggests that the number of data points within each stride to a greater extent determines the size of the SaEn compared to the number of strides and emphasizes the use of a fixed number of data points within each stride when applying SaEn to lower limb joint angles during walking. Graphical abstract Sampling frequency influences sample entropy of kinematics during walking.

Entities:  

Keywords:  Dynamics; Gait; Joint angles; Methodology; Regularity

Mesh:

Year:  2018        PMID: 30392162      PMCID: PMC6450768          DOI: 10.1007/s11517-018-1920-2

Source DB:  PubMed          Journal:  Med Biol Eng Comput        ISSN: 0140-0118            Impact factor:   2.602


  22 in total

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9.  Gait dynamics following variable and constant speed gait training in individuals with chronic stroke.

Authors:  Christopher K Rhea; Clinton J Wutzke; Michael D Lewek
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  9 in total

1.  COPD Patients Have a Restricted Breathing Pattern That Persists with Increased Metabolic Demands.

Authors:  Jennifer M Yentes; Farahnaz Fallahtafti; William Denton; Stephen I Rennard
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2.  Sampling rate influences the regularity analysis of temporal domain measures of walking more than spatial domain measures.

Authors:  Farahnaz Fallahtafti; Shane R Wurdeman; Jennifer M Yentes
Journal:  Gait Posture       Date:  2021-06-04       Impact factor: 2.746

3.  On the calculation of sample entropy using continuous and discrete human gait data.

Authors:  John D McCamley; William Denton; Andrew Arnold; Peter C Raffalt; Jennifer M Yentes
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4.  Effect of sampling frequency on fractal fluctuations during treadmill walking.

Authors:  Vivien Marmelat; Austin Duncan; Shane Meltz
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5.  Relative Consistency of Sample Entropy Is Not Preserved in MIX Processes.

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Review 7.  Entropy Analysis in Gait Research: Methodological Considerations and Recommendations.

Authors:  Jennifer M Yentes; Peter C Raffalt
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8.  Sensor-based characterization of daily walking: a new paradigm in pre-frailty/frailty assessment.

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9.  On Quantization Errors in Approximate and Sample Entropy.

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  9 in total

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