A public dataset of overground and treadmill walking kinematics and kinetics in healthy individuals

被引:183
作者
Fukuchi, Claudiane A. [1 ]
Fukuchi, Reginaldo K. [2 ]
Duarte, Marcos [1 ,2 ]
机构
[1] Fed Univ ABC, Neurosci & Cognit Program, Sao Bernardo Do Campo, Brazil
[2] Fed Univ ABC, Biomed Engn Program, Sao Bernardo Do Campo, Brazil
关键词
Gait; Biomechanics; Kinematics; Kinetics; Human movement; GAIT ANALYSIS; DECISION-MAKING; OLDER-ADULTS; CHILDREN; SPEED; BIOMECHANICS; DISEASE; SYSTEM; BASE; AGE;
D O I
10.7717/peerj.4640
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
In a typical clinical gait analysis, the gait patterns of pathological individuals are commonly compared with the typically faster, comfortable pace of healthy subjects. However, due to potential bias related to gait speed, this comparison may not be valid. Publicly available gait datasets have failed to address this issue. Therefore, the goal of this study was to present a publicly available dataset of 42 healthy volunteers (24 young adults and 18 older adults) who walked both overground and on a treadmill at a range of gait speeds. Their lower-extremity and pelvis kinematics were measured using a three-dimensional (3D) motion-capture system. The external forces during both overground and treadmill walking were collected using force plates and an instrumented treadmill, respectively. The results include both raw and processed kinematic and kinetic data in different file formats: c3d and ASCII files. In addition, a metadata file is provided that contain demographic and anthropometric data and data related to each file in the dataset. All data are available at Figshare (DOI: 10.6084/m9.figshare.5722711). We foresee several applications of this public dataset, including to examine the influences of speed, age, and environment (overground vs. treadmill) on gait biomechanics, to meet educational needs, and, with the inclusion of additional participants, to use as a normative dataset.
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页数:17
相关论文
共 34 条
[1]   A kinematic comparison of overground and treadmill walking [J].
Alton, F ;
Baldey, L ;
Caplan, S ;
Morrissey, MC .
CLINICAL BIOMECHANICS, 1998, 13 (06) :434-440
[2]   Differences in foot kinematics between young and older adults during walking [J].
Arnold, John B. ;
Mackintosh, Shylie ;
Jones, Sara ;
Thewlis, Dominic .
GAIT & POSTURE, 2014, 39 (02) :689-694
[3]   A multiple-task gait analysis approach: Kinematic, kinetic and EMG reference data for healthy young and adult subjects [J].
Bovi, Gabriele ;
Rabuffetti, Marco ;
Mazzoleni, Paolo ;
Ferrarin, Maurizio .
GAIT & POSTURE, 2011, 33 (01) :6-13
[4]   Locomotor function in the early stage of Parkinson's disease [J].
Carpinella, Ilaria ;
Crenna, Paolo ;
Calabrese, Elena ;
Rabuffetti, Marco ;
Mazzoleni, Paolo ;
Nemni, Raffaello ;
Ferratin, Maurizio .
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2007, 15 (04) :543-551
[5]   The change of gait parameters during walking at different percentage of preferred walking speed for healthy adults aged 20-60 years [J].
Chung, Meng-Jung ;
Wang, Mao-Jiun J. .
GAIT & POSTURE, 2010, 31 (01) :131-135
[6]   Age causes a redistribution of joint torques and powers during gait [J].
DeVita, P ;
Hortobagyi, T .
JOURNAL OF APPLIED PHYSIOLOGY, 2000, 88 (05) :1804-1811
[7]   Gait biomechanics in the era of data science [J].
Ferber, Reed ;
Osis, Sean T. ;
Hicks, Jennifer L. ;
Delp, Scott L. .
JOURNAL OF BIOMECHANICS, 2016, 49 (16) :3759-3761
[8]   A public dataset of running biomechanics and the effects of running speed on lower extremity kinematics and kinetics [J].
Fukuchi, Reginaldo K. ;
Fukuchi, Claudiane A. ;
Duarte, Marcos .
PEERJ, 2017, 5 :3298
[9]   Evaluation of alternative technical markers for the pelvic coordinate system [J].
Fukuchi, Reginaldo Kisho ;
Arakaki, Claudiane ;
Veras Orselli, Maria Isabel ;
Duarte, Marcos .
JOURNAL OF BIOMECHANICS, 2010, 43 (03) :592-594
[10]  
Gage J R., 2009, The Identification and Treatment of Gait Problems in Cerebral Palsy, V2nd Edition