Inter-Trial Gait Variability Reduction Using Continous Curve Registration

Abstract

Timing in peak gait values shifts slightly between gait trials. When gait data are averaged, some of the standard deviation can be associated to this inter-trial variability unless normalization is carried out beforehand. The objective of this study was to determine how continuous curve registration, an alignment technique, can reduce inter-subject variability in gait data without altering the original curve characteristics. Gait data was obtained by means of a four-camera high-speed video system synchronized to a force plate. Fifty-nine gall trials data were collected from twenty young and healthy subjects. Curve registration was applied to hip angular displacement, net moment and power curves generated in the sagittal plane. Following registration, the peak values increased by an average of 1.2% (0.11 plus or minus 0.26 degrees) for angular displacement, and for powers by 11.2% (0.11 plus or minus 0.09 W/kg). First and second derivatives of the unregistered and registered curves did not displayed important differences and harmonic content of the signals was practically unaffected. Continuous curve registration would thus be an appropriate technique for application prior to any statistical analysis using able-bodied gait patterns.

Open PDF

Document Details

Document Type
Technical Report
Publication Date
Oct 25, 2001
Accession Number
ADA409692

Entities

People

  • F. Prince
  • Hossein Sadeghi
  • P. A. Mathieu
  • P. Allard
  • S. Sadeghi

Tags

Communities of Interest

  • Air Platforms
  • Energy and Power Technologies

DTIC Thesaurus Topics

  • Biomechanical Phenomena
  • Data Processing
  • Data Science
  • Displacement
  • Engineering
  • Health Services
  • Hospitals
  • Information Science
  • Multivariate Analysis
  • Peak Power
  • Peak Values
  • Power
  • Power Spectra
  • Spectra
  • Standards
  • Statistical Analysis
  • Time Domain

Readers

  • Approximation Theory.
  • Computer Vision.
  • Exercise and Sports Science.