Ambulatory estimation of mean step length during unconstrained walking by means of COG accelerometry

被引:15
作者
Gonzalez, R. C. [1 ]
Alvarez, D. [1 ]
Lopez, A. M. [1 ]
Alvarez, J. C. [1 ]
机构
[1] Univ Oviedo, Multisensor Syst & Robot Lab SiMuR, Elect & Comp Engn Dept, Gijon 33204, Spain
关键词
step length estimation; gait analysis; inertial sensors; normal walk; SPATIOTEMPORAL PARAMETERS; GAIT PARAMETERS; MOTION; PELVIS; LEVEL;
D O I
10.1080/10255840902896000
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
It has been reported that spatio-temporal gait parameters can be estimated using an accelerometer to calculate the vertical displacement of the body's centre of gravity. This method has the potential to produce realistic ambulatory estimations of those parameters during unconstrained walking. In this work, we want to evaluate the crude estimations of mean step length so obtained, for their possible application in the construction of an ambulatory walking distance measurement device. Two methods have been tested with a set of volunteers in 20 m excursions. Experimental results show that estimations of walking distance can be obtained with sufficient accuracy and precision for most practical applications (errors of 3.66 +/- 6.24 and 0.96 +/- 5.55%), the main difficulty being inter-individual variability (biggest deviations of 19.70 and 15.09% for each estimator). Also, the results indicate that an inverted pendulum model for the displacement during the single stance phase, and a constant displacement per step during double stance, constitute a valid model for the travelled distance with no need of further adjustments. It allows us to explain the main part of the erroneous distance estimations in different subjects as caused by fundamental limitations of the simple inverted pendulum approach.
引用
收藏
页码:721 / 726
页数:6
相关论文
共 18 条
[1]   Spatio-temporal parameters of gait measured by an ambulatory system using miniature gyroscopes [J].
Aminian, K ;
Najafi, B ;
Büla, C ;
Leyvraz, PF ;
Robert, P .
JOURNAL OF BIOMECHANICS, 2002, 35 (05) :689-699
[2]   Reference data for normal subjects obtained with an accelerometric device [J].
Auvinet, B ;
Berrut, G ;
Touzard, C ;
Moutel, L ;
Collet, N ;
Chaleil, D ;
Barrey, E .
GAIT & POSTURE, 2002, 16 (02) :124-134
[3]   Accelerometry based assessment of gait parameters in children [J].
Brandes, Mirko ;
Zijlstra, Wiebren ;
Heikens, Sander ;
van Lummel, Rob ;
Rosenbaum, Dieter .
GAIT & POSTURE, 2006, 24 (04) :482-486
[4]   SOURCES OF EXTERNAL WORK IN LEVEL WALKING AND RUNNING [J].
CAVAGNA, GA ;
THYS, H ;
ZAMBONI, A .
JOURNAL OF PHYSIOLOGY-LONDON, 1976, 262 (03) :639-657
[5]  
Gard S. A., 2001, J. Prosthet. Orthot, V13, P64, DOI [10.1097/00008526-200109000-00009, DOI 10.1097/00008526-200109000-00009]
[6]   Comparison of kinematic and kinetic methods for computing the vertical motion of the body center of mass during walking [J].
Gard, SA ;
Miff, SC ;
Kuo, AD .
HUMAN MOVEMENT SCIENCE, 2004, 22 (06) :597-610
[7]   Quantification of the path of center of pressure (COP) using an F-scan in-shoe transducer [J].
Han, TR ;
Paik, NJ ;
Im, MS .
GAIT & POSTURE, 1999, 10 (03) :248-254
[8]   Test-retest reliability of trunk accelerometric gait analysis [J].
Henriksen, M ;
Lund, H ;
Moe-Nilssen, R ;
Bliddal, H ;
Danneskiod-Samsoe, B .
GAIT & POSTURE, 2004, 19 (03) :288-297
[9]   Accelerometry: providing an integrated, practical method for long-term, ambulatory monitoring of human movement [J].
Mathie, MJ ;
Coster, ACF ;
Lovell, NH ;
Celler, BG .
PHYSIOLOGICAL MEASUREMENT, 2004, 25 (02) :R1-R20
[10]   Accelerometer and rate gyroscope measurement of kinematics: an inexpensive alternative to optical motion analysis systems [J].
Mayagoitia, RE ;
Nene, AV ;
Veltink, PH .
JOURNAL OF BIOMECHANICS, 2002, 35 (04) :537-542