Gutenberg Gait Database, a ground reaction force database of level overground walking in healthy individuals

被引:24
|
作者
Horst, Fabian [1 ]
Slijepcevic, Djordje [2 ]
Simak, Marvin [1 ]
Schoellhorn, Wolfgang, I [1 ]
机构
[1] Johannes Gutenberg Univ Mainz, Inst Sport Sci, Dept Training & Movement Sci, Mainz, Germany
[2] St Polten Univ Appl Sci, Dept Media & Digital Technol, Inst Creat Media Technol, St Polten, Austria
关键词
QUALITY-OF-LIFE; PATTERNS; CLASSIFICATION; RECOGNITION; DISORDERS;
D O I
10.1038/s41597-021-01014-6
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
The Gutenberg Gait Database comprises data of 350 healthy individuals recorded in our laboratory over the past seven years. The database contains ground reaction force (GRF) and center of pressure (COP) data of two consecutive steps measured - by two force plates embedded in the ground - during level overground walking at self-selected walking speed. The database includes participants of varying ages, from 11 to 64 years. For each participant, up to eight gait analysis sessions were recorded, with each session comprising at least eight gait trials. The database provides unprocessed (raw) and processed (ready-to-use) data, including three-dimensional GRF and two-dimensional COP signals during the stance phase. These data records offer new possibilities for future studies on human gait, e.g., the application as a reference set for the analysis of pathological gait patterns, or for automatic classification using machine learning. In the future, the database will be expanded continuously to obtain an even larger and well-balanced database with respect to age, sex, and other gait-specific factors.
引用
收藏
页数:9
相关论文
共 50 条
  • [1] Gutenberg Gait Database, a ground reaction force database of level overground walking in healthy individuals
    Fabian Horst
    Djordje Slijepcevic
    Marvin Simak
    Wolfgang I. Schöllhorn
    Scientific Data, 8
  • [2] Effects of Nordic walking and walking on spatiotemporal gait parameters and ground reaction force
    Park, Seung Kyu
    Yang, Dae Jung
    Kang, Yang Hun
    Kim, Je Ho
    Uhm, Yo Han
    Lee, Yong Seon
    JOURNAL OF PHYSICAL THERAPY SCIENCE, 2015, 27 (09) : 2891 - 2893
  • [3] Biomechanics of overground vs. treadmill walking in healthy individuals
    Lee, Song Joo
    Hidler, Joseph
    JOURNAL OF APPLIED PHYSIOLOGY, 2008, 104 (03) : 747 - 755
  • [4] IMU Sensors Beneath Walking Surface for Ground Reaction Force Prediction in Gait
    Wu, Chao-Che
    Wen, Yu-Tang
    Lee, Yun-Ju
    IEEE SENSORS JOURNAL, 2020, 20 (16) : 9372 - 9376
  • [5] Knee Crutch Impacts Vertical Ground Reaction Force During Walking Gait
    Belding, Garrett
    MEDICINE & SCIENCE IN SPORTS & EXERCISE, 2024, 56 (10) : 569 - 570
  • [6] A public dataset of overground and treadmill walking kinematics and kinetics in healthy individuals
    Fukuchi, Claudiane A.
    Fukuchi, Reginaldo K.
    Duarte, Marcos
    PEERJ, 2018, 6
  • [7] Comparison of vertical ground reaction forces during overground and treadmill walking
    White, SC
    Yack, HJ
    Tucker, CA
    Lin, HY
    MEDICINE AND SCIENCE IN SPORTS AND EXERCISE, 1998, 30 (10): : 1537 - 1542
  • [8] A Force Myography-Based System for Gait Event Detection in Overground and Ramp Walking
    Godiyal, Anoop Kant
    Verma, Hemant Kumar
    Khanna, Nitin
    Joshi, Deepak
    IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2018, 67 (10) : 2314 - 2323
  • [9] FORCE PLATE ANALYSIS OF THE WALKING GAIT IN HEALTHY DOGS
    BUDSBERG, SC
    VERSTRAETE, MC
    SOUTASLITTLE, RW
    AMERICAN JOURNAL OF VETERINARY RESEARCH, 1987, 48 (06) : 915 - 918
  • [10] The effect of treadmill and overground walking on preferred walking speed and gait kinematics in healthy, physically active older adults
    Malatesta, Davide
    Canepa, Mose
    Fernandez, Aitor Menendez
    EUROPEAN JOURNAL OF APPLIED PHYSIOLOGY, 2017, 117 (09) : 1833 - 1843