Measuring Spatiotemporal Parameters on Treadmill Walking Using Wearable Inertial System

被引:18
作者
Scataglini, Sofia [1 ,2 ,3 ]
Verwulgen, Stijn [3 ]
Roosens, Eddy [1 ]
Haelterman, Robby [2 ]
Van Tiggelen, Damien [1 ]
机构
[1] Mil Hosp Queen Astrid, Ctr Phys Med & Rehabil, Rue Bruyn 200, B-1120 Brussels, Belgium
[2] Royal Mil Acad, Dept Math, Rue Hobbema 8, B-1000 Brussels, Belgium
[3] Univ Antwerp, Fac Design Sci, Dept Prod Dev, B-2000 Antwerp, Belgium
关键词
spatiotemporal parameters; treadmill; gait analysis; gait measuring system; wearable sensors; PHOTOELECTRIC-CELL SYSTEM; GAIT ANALYSIS-METHODS; RELIABILITY; VALIDITY; YOUNG; REPEATABILITY; AGREEMENT; SENSORS; LENGTH;
D O I
10.3390/s21134441
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
This study aims to measure and compare spatiotemporal gait parameters in nineteen subjects using a full wearable inertial mocap system Xsens (MVN Awinda, Netherlands) and a photoelectronic system one-meter OptoGait(TM) (Microgait, Italy) on a treadmill imposing a walking speed of 5 km/h. A total of eleven steps were considered for each subject constituting a dataset of 209 samples from which spatiotemporal parameters (SPT) were calculated. The step length measurement was determined using two methods. The first one considers the calculation of step length based on the inverted pendulum model, while the second considers an anthropometric approach that correlates the stature with an anthropometric coefficient. Although the absolute agreement and consistency were found for the calculation of the stance phase, cadence and gait cycle, from our study, differences in SPT were found between the two systems. Mean square error (MSE) calculation of their speed (m/s) with respect to the imposed speed on a treadmill reveals a smaller error (MSE = 0.0008) using the OptoGait. Overall, our results indicate that the accurate detection of heel strike and toe-off have an influence on phases and sub-phases for the entire acquisition. Future study in this domain should investigate how to design and integrate better products and algorithms aiming to solve the problematic issues already identified in this study without limiting the user's need and performance in a different environment.
引用
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页数:15
相关论文
共 64 条
[1]   Knee Joint Biomechanical Gait Data Classification for Knee Pathology Assessment: A Literature Review [J].
Abid, Mariem ;
Mezghani, Neila ;
Mitiche, Amar .
APPLIED BIONICS AND BIOMECHANICS, 2019, 2019
[2]   Assessment of Spatiotemporal Gait Parameters in Patients with Lumbar Disc Herniation and Patients with Chronic Mechanical Low Back Pain [J].
Amir Rashedi Bonab, Masoud ;
Kuru Colak, Tugba ;
Toktas, Zafer Orkun ;
Konya, Deniz .
TURKISH NEUROSURGERY, 2020, 30 (02) :277-284
[3]   Applications of the Repeatability of Quantitative Imaging Biomarkers: A Review of Statistical Analysis of Repeat Data Sets [J].
Barnhart, Huiman X. ;
Barboriak, Daniel P. .
TRANSLATIONAL ONCOLOGY, 2009, 2 (04) :231-235
[4]   COMPARING METHODS OF MEASUREMENT - WHY PLOTTING DIFFERENCE AGAINST STANDARD METHOD IS MISLEADING [J].
BLAND, JM ;
ALTMAN, DG .
LANCET, 1995, 346 (8982) :1085-1087
[5]   STATISTICAL METHODS FOR ASSESSING AGREEMENT BETWEEN TWO METHODS OF CLINICAL MEASUREMENT [J].
BLAND, JM ;
ALTMAN, DG .
LANCET, 1986, 1 (8476) :307-310
[6]   Leg Length, Body Proportion, and Health: A Review with a Note on Beauty [J].
Bogin, Barry ;
Varela-Silva, Maria Ines .
INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2010, 7 (03) :1047-1075
[7]   A systematic review of gait analysis methods based on inertial sensors and adaptive algorithms [J].
Caldas, Rafael ;
Mundt, Marion ;
Potthast, Wolfgang ;
de Lima Neto, Fernando Buarque ;
Markert, Bernd .
GAIT & POSTURE, 2017, 57 :204-210
[8]   The OptoGait Motion Analysis System for Clinical Assessment of 2D Spatio-Temporal Gait Parameters in Young Adults: A Reliability and Repeatability Observational Study [J].
Carbajales-Lopez, Julia ;
Becerro-de-Bengoa-Vallejo, Ricardo ;
Elena Losa-Iglesias, Marta ;
Casado-Hernandez, Israel ;
Benito-De Pedro, Maria ;
Rodriguez-Sanz, David ;
Calvo-Lobo, Cesar ;
San Antolin, Marta .
APPLIED SCIENCES-BASEL, 2020, 10 (11)
[9]  
Carrington E, 1996, PHYSIOTHERAPY, V82, P278, DOI 10.1016/S0031-9406(05)66907-6
[10]   Toward Pervasive Gait Analysis With Wearable Sensors: A Systematic Review [J].
Chen, Shanshan ;
Lach, John ;
Lo, Benny ;
Yang, Guang-Zhong .
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2016, 20 (06) :1521-1537