Inertial Sensor-Based Two Feet Motion Tracking for Gait Analysis

被引：49
|
作者：
Hung, Tran Nhat [1 ]
Suh, Young Soo [1 ]
机构：
[1] Univ Ulsan, Dept Elect Engn, Ulsan 680749, South Korea
来源：
SENSORS | 2013年 / 13卷 / 05期
关键词：
gait analysis; inertial navigation system; inertial sensors; computer vision; Kalman filter; NAVIGATION; FOOT;
D O I：
10.3390/s130505614
中图分类号：
O65 [分析化学];
学科分类号：
070302 ; 081704 ;
摘要：
Two feet motion is estimated for gait analysis. An inertial sensor is attached on each shoe and an inertial navigation algorithm is used to estimate the movement of both feet. To correct inter-shoe position error, a camera is installed on the right shoe and infrared LEDs are installed on the left shoe. The proposed system gives key gait analysis parameters such as step length, stride length, foot angle and walking speed. Also it gives three dimensional trajectories of two feet for gait analysis.
引用
收藏
页码：5614 / 5629
页数：16
相关论文
共 50 条
  • [1] Inertial Sensor-Based Smoother for Gait Analysis
    Suh, Young Soo
    [J]. SENSORS, 2014, 14 (12): : 24338 - 24357
  • [2] Examination of the reliability of an inertial sensor-based gait analysis system
    Orlowski, Katja
    Eckardt, Falko
    Herold, Fabian
    Aye, Norman
    Edelmann-Nusser, Juergen
    Witte, Kerstin
    [J]. BIOMEDICAL ENGINEERING-BIOMEDIZINISCHE TECHNIK, 2017, 62 (06): : 615 - 622
  • [3] Inertial Sensor-Based Motion Tracking in Football with Movement Intensity Quantification
    Wilmes, Erik
    de Ruiter, Cornelis J.
    Bastiaansen, Bram J. C.
    van Zon, Jasper E. J. A.
    Vegter, Riemer J. K.
    Brink, Michel S.
    Goedhart, Edwin A.
    Lemmink, Koen A. P. M.
    Savelsbergh, Geert J. P.
    [J]. SENSORS, 2020, 20 (09)
  • [4] Inertial Sensor-Based Gait Recognition: A Review
    Sprager, Sebastijan
    Juric, Matjaz B.
    [J]. SENSORS, 2015, 15 (09) : 22089 - 22127
  • [5] Inertial Sensor-Based Motion Analysis of Lower Limbs for Rehabilitation Treatments
    Sun, Tongyang
    Li, Hua
    Liu, Quanquan
    Duan, Lihong
    Li, Meng
    Wang, Chunbao
    Liu, Qihong
    Li, Weiguang
    Shang, Wanfeng
    Wu, Zhengzhi
    Wang, Yulong
    [J]. JOURNAL OF HEALTHCARE ENGINEERING, 2017, 2017
  • [6] Inertial Sensor-Based Respiration Analysis
    Karacocuk, Gurkan
    Hoeflinger, Fabian
    Zhang, Rui
    Reindl, Leonhard M.
    Laufer, Bernhard
    Moeller, Knut
    Roeell, Mareike
    Zdzieblik, Denise
    [J]. IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2019, 68 (11) : 4268 - 4275
  • [7] An inertial sensor-based algorithm for turning detection during gait
    Meng, Lin
    Huang, Xiayu
    Yang, Yifan
    Pang, Jun
    Chen, Lei
    Ming, Dong
    [J]. 2021 43RD ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE & BIOLOGY SOCIETY (EMBC), 2021, : 6372 - 6375
  • [8] Sofigait-A Wireless Inertial Sensor-Based Gait Sonification System
    Linnhoff, Dagmar
    Ploigt, Roy
    Mattes, Klaus
    [J]. SENSORS, 2022, 22 (22)
  • [9] Data Augmentation for Inertial Sensor-Based Gait Deep Neural Network
    Tran, Lam
    Choi, Deokjai
    [J]. IEEE ACCESS, 2020, 8 : 12364 - 12378
  • [10] Prediction of Gender and Age from Inertial Sensor-based Gait Dataset
    Khabir, Kanij Mehtanin
    Siraj, Md Sadman
    Ahmed, Masud
    Ahmed, Mosabber Uddin
    [J]. 2019 JOINT 8TH INTERNATIONAL CONFERENCE ON INFORMATICS, ELECTRONICS & VISION (ICIEV) AND 2019 3RD INTERNATIONAL CONFERENCE ON IMAGING, VISION & PATTERN RECOGNITION (ICIVPR) WITH INTERNATIONAL CONFERENCE ON ACTIVITY AND BEHAVIOR COMPUTING (ABC), 2019, : 371 - 376
12345