A model for predicting ground reaction force and energetics of human locomotion with an elastically suspended backpack

被引:3
|
作者
Huang, Ledeng [1 ]
Yang, Zhenhua [1 ]
Wang, Ruishi [1 ]
Xie, Longhan [1 ]
机构
[1] South China Univ Technol, Sch Intelligent Engn, Guangzhou, Peoples R China
基金
中国国家自然科学基金;
关键词
Vertical ground reaction force; energetics; elastically suspended backpack; spring-mass-damper model; LOAD CARRIAGE; WALKING ENERGETICS; CARRYING LOADS; COST; MECHANICS; ECONOMY; ENERGY; REDUCE;
D O I
10.1080/10255842.2021.2023808
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
This paper presents an actuated spring-loaded inverted pendulum model with a vertically constrained suspended load mass to predict the vertical GRF and energetics of walking and running. Experiments were performed to validate the model prediction accuracy of vertical GRF. The average correlation coefficient was greater than 0.97 during walking and 0.98 during running. The model's predictions of energy cost reduction were compared with experimental data from the literature, and the difference between the experimental and predicted results was less than 7%. The predicted results of characteristic forces and energy cost under different suspension stiffness and damping conditions showed a tradeoff when selecting the suspension parameters of elastically suspended backpacks.
引用
收藏
页码:1554 / 1564
页数:11
相关论文
共 50 条
  • [21] Short- and long-term effects of altered point of ground reaction force application on human running energetics
    Ekizos, Antonis
    Santuz, Alessandro
    Arampatzis, Adamantios
    [J]. JOURNAL OF EXPERIMENTAL BIOLOGY, 2018, 221 (15):
  • [22] Predicting vertical ground reaction force in rearfoot running: A wavelet neural network model and factor loading
    Wang, Dongmei
    Li, Shangxiao
    Song, Qipeng
    Mao, Dewei
    Hao, Weiya
    [J]. JOURNAL OF SPORTS SCIENCES, 2023, 41 (10) : 955 - 963
  • [23] Normalization of Ground Reaction Forces, Joint Moments, and Free Moments in Human Locomotion
    Wannop, John W.
    Worobets, Jay T.
    Stefanyshyn, Darren J.
    [J]. JOURNAL OF APPLIED BIOMECHANICS, 2012, 28 (06) : 665 - 676
  • [24] ACCURACY OF DERIVED GROUND REACTION FORCE CURVES FOR A RIGID LINK HUMAN-BODY MODEL
    SANDERS, RH
    WILSON, BD
    JENSEN, RK
    [J]. INTERNATIONAL JOURNAL OF SPORT BIOMECHANICS, 1991, 7 (04): : 330 - 343
  • [25] Effects of a modified backpack model on ground reaction forces in children of different ages during walking and running
    Barbosa, Joao
    Marques, Mario C.
    Forte, Pedro
    Santos, Catarina C.
    Neiva, Henrique P.
    Izquierdo, Mikel
    Marinho, Daniel A.
    [J]. JOURNAL OF MENS HEALTH, 2022, 18 (05)
  • [26] USE OF GROUND REACTION FORCE PARAMETERS IN PREDICTING PEAK TIBIAL ACCELERATIONS IN RUNNING
    HENNIG, EM
    MILANI, TL
    LAFORTUNE, MA
    [J]. JOURNAL OF APPLIED BIOMECHANICS, 1993, 9 (04) : 306 - 314
  • [27] Predicting Maximum Eccentric Ground Reaction Force In Healthy Pediatric And Adolescent Athletes
    Messikomer, Katie
    Kosmacki, Sam
    Nowell, Alexis
    Vallabhajosula, Srikant
    Magill, Jack
    [J]. MEDICINE & SCIENCE IN SPORTS & EXERCISE, 2024, 56 (10) : 594 - 595
  • [28] Predicting vertical ground reaction force characteristics during running with machine learning
    Bogaert, Sieglinde
    Davis, Jesse
    Vanwanseele, Benedicte
    [J]. Frontiers in Bioengineering and Biotechnology, 2024, 12
  • [29] ASYMMETRIES IN GROUND REACTION FORCE PATTERNS IN NORMAL HUMAN GAIT
    HERZOG, W
    NIGG, BM
    READ, LJ
    OLSSON, E
    [J]. MEDICINE AND SCIENCE IN SPORTS AND EXERCISE, 1989, 21 (01): : 110 - 114
  • [30] THE FORCE-DRIVEN HARMONIC-OSCILLATOR AS A MODEL FOR HUMAN LOCOMOTION
    HOLT, KG
    HAMILL, J
    ANDRES, RO
    [J]. HUMAN MOVEMENT SCIENCE, 1990, 9 (01) : 55 - 68