A wearable sensor system for lower-limb rehabilitation evaluation using the GRF and CoP distributions

被引:10
|
作者
Tao, Weijun [1 ]
Zhang, Jianyun [1 ]
Li, Guangyi [2 ]
Liu, Tao [2 ]
Liu, Fengping [3 ]
Yi, Jingang [4 ]
Wang, Hesheng [5 ,6 ]
Inoue, Yoshio [7 ]
机构
[1] Nanjing Univ Sci & Technol, Sch Mech Engn, Nanjing 210094, Jiangsu, Peoples R China
[2] Zhejiang Univ, Dept Mech Engn, State Key Lab Fluid Power & Mechatron Syst, Hangzhou 310027, Zhejiang, Peoples R China
[3] Zhejiang Univ, Coll Med, Affiliated Hosp 1, Hangzhou 310027, Zhejiang, Peoples R China
[4] Rutgers State Univ, Dept Mech & Aerosp Engn, Piscataway, NJ 08854 USA
[5] Shanghai Jiao Tong Univ, Dept Automat, Shanghai 200240, Peoples R China
[6] Minist Educ China, Key Lab Syst Control & Informat Proc, Shanghai 200240, Peoples R China
[7] Kochi Univ Technol, Res Inst, Kochi, Japan
基金
中国国家自然科学基金;
关键词
wearable sensors; ground reaction force (GRF); center of pressure (CoP); gait analysis; AMBULATORY ASSESSMENT; GAIT; COST;
D O I
10.1088/0957-0233/27/2/025701
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Wearable sensors are attractive for gait analysis because these systems can measure and obtain real-time human gait and motion information outside of the laboratory for a longer duration. In this paper, we present a new wearable ground reaction force (GRF) sensing system for ambulatory gait measurement. In addition, the GRF sensor system is also used to quantify the patients' lower-limb gait rehabilitation. We conduct a validation experiment for the sensor system on seven volunteer subjects (weight 62.39 +/- 9.69 kg and height 169.13 +/- 5.64 cm). The experiments include the use of the GRF sensing system for the subjects in the following conditions: (1) normal walking; (2) walking with the rehabilitation training device; and (3) walking with a knee brace and the rehabilitation training device. The experiment results support the hypothesis that the wearable GRF sensor system is capable of quantifying patients' lower-limb rehabilitation. The proposed GRF sensing system can also be used for assessing the effectiveness of a gait rehabilitation system and for providing bio-feedback information to the subjects.
引用
收藏
页数:12
相关论文
共 50 条
  • [1] The Feasibility and Validity of a Wearable Sensor System to Assess the Stability of High-Functioning Lower-Limb Prosthesis Users
    Miller, Kyle T.
    Russell, Molly
    Jenks, Terese
    Surratt, Kaddie
    Poretti, Kelly
    Eigenbrot, Samantha S.
    Akins, Jonathan S.
    Major, Matthew J.
    JOURNAL OF PROSTHETICS AND ORTHOTICS, 2021, 33 (03) : 213 - 222
  • [2] A High-Fidelity Wearable System for Measuring Lower-Limb Kinetics and Kinematics
    Abdeihady, Mohamed
    van den Bogert, Antoine J.
    Simon, Dan
    IEEE SENSORS JOURNAL, 2019, 19 (24) : 12482 - 12493
  • [3] Rehabilitation of People with Lower-Limb Amputations
    Fiedler G.
    Akins J.
    Cooper R.
    Munoz S.
    Cooper R.A.
    Current Physical Medicine and Rehabilitation Reports, 2014, 2 (4) : 263 - 272
  • [4] Lower-Limb Exoskeleton Systems for Rehabilitation and/or Assistance: A Review
    Terrazas-Rodas, Dana
    Rocca-Huaman, Lisbeth
    Ramirez-Amaya, Cesar
    Alvarez-Rodriguez, Angel E.
    2022 IEEE INTERNATIONAL IOT, ELECTRONICS AND MECHATRONICS CONFERENCE (IEMTRONICS), 2022, : 327 - 333
  • [5] Gait Analysis in Lower-Limb Amputation and Prosthetic Rehabilitation
    Esquenazi, Alberto
    PHYSICAL MEDICINE AND REHABILITATION CLINICS OF NORTH AMERICA, 2014, 25 (01) : 153 - +
  • [6] FACTORS INFLUENCING REHABILITATION OF ARTERIOSCLEROTIC LOWER-LIMB AMPUTEES
    SIRIWARDENA, GJA
    BERTRAND, PV
    JOURNAL OF REHABILITATION RESEARCH AND DEVELOPMENT, 1991, 28 (03): : 35 - 44
  • [7] Estimating Lower Limb Kinematics Using a Reduced Wearable Sensor Count
    Sy, Luke
    Raitor, Michael
    Del Rosario, Michael
    Khamis, Heba
    Kark, Lauren
    Lovell, Nigel H.
    Redmond, Stephen J.
    IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2021, 68 (04) : 1293 - 1304
  • [8] Types of Lower-Limb Orthoses for Rehabilitation and Assistance: A Systematic Review
    Huamanchahua, Deyby
    Ortiz-Zacarias, Jhon
    Asto-Evangelista, Joel
    Quintanilla-Mosquera, Iraiz
    2021 IEEE 12TH ANNUAL UBIQUITOUS COMPUTING, ELECTRONICS & MOBILE COMMUNICATION CONFERENCE (UEMCON), 2021, : 705 - 711
  • [9] Lower-Limb Medical and Rehabilitation Exoskeletons: A Review of the Current Designs
    Plaza, Alberto
    Hernandez, Mar
    Puyuelo, Gonzalo
    Garces, Elena
    Garcia, Elena
    IEEE REVIEWS IN BIOMEDICAL ENGINEERING, 2023, 16 : 278 - 291
  • [10] Spectral and Time-Frequency Domains Features for Quantitative Lower-Limb Rehabilitation Monitoring via Wearable Inertial Sensors
    Tedesco, Salvatore
    Urru, Andrea
    O'Flynn, Brendan
    2017 IEEE BIOMEDICAL CIRCUITS AND SYSTEMS CONFERENCE (BIOCAS), 2017,