A Wireless Trigger for Synchronization of Wearable Sensors to External Systems during Recording of Human Gait

被引:0
|
作者
Kugler, Patrick [1 ]
Schlarb, Heiko
Blinn, Joerg
Picard, Antoni
Eskofier, Bjoern [1 ]
机构
[1] Univ Erlangen Nurnberg, Digital Sports Grp, Pattern Recognit Lab, Dept Comp Sci, D-91054 Erlangen, Germany
关键词
D O I
暂无
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Mobile gait analysis focuses on the automatic extraction of gait parameters from wearable sensor data. However, development of algorithms for this task requires kinematic data with accurate and highly synchronous ground truth. In this paper we present a wireless trigger system which allows reliable synchronization of wearable sensors to external systems providing ground truth. To demonstrate the applicability of the system for mobile gait analysis, a Shimmer wireless sensor node with inertial sensors was mounted at the heel of a running shoe and synchronized with an external VICON motion capturing system using the wireless trigger system. Inertial sensor data were recorded during walking and running with the shoe, while kinematic and kinetic ground truth was acquired from the synchronized VICON system. Evaluation of delay and jitter of the system showed a mean delay of 2 ms and low jitter of 20 us. Recording was highly synchronous and the collected kinematics had a correlation of up to 0.99. In the future the proposed system will allow the creation of a database of inertial data from human gait with accurate ground truth synchronization.
引用
收藏
页码:4537 / 4540
页数:4
相关论文
共 50 条
  • [1] Gait Recognition Using Wearable Motion Recording Sensors
    Gafurov, Davrondzhon
    Snekkenes, Einar
    EURASIP JOURNAL ON ADVANCES IN SIGNAL PROCESSING, 2009,
  • [2] Gait Recognition Using Wearable Motion Recording Sensors
    Davrondzhon Gafurov
    Einar Snekkenes
    EURASIP Journal on Advances in Signal Processing, 2009
  • [3] Automatic Assessments of Parkinsonian Gait with Wearable Sensors for Human Assistive Systems
    Han, Yi
    Liu, Xiangzhi
    Zhang, Ning
    Zhang, Xiufeng
    Zhang, Bin
    Wang, Shuoyu
    Liu, Tao
    Yi, Jingang
    SENSORS, 2023, 23 (04)
  • [4] Wearable sensors used for human gait analysis
    Tarnita, Daniela
    ROMANIAN JOURNAL OF MORPHOLOGY AND EMBRYOLOGY, 2016, 57 (02): : 373 - 382
  • [5] Prediction of human gait activities using wearable sensors
    Halim, Ahmed
    Abdellatif, A.
    Awad, Mohammed, I
    Atia, Mostafa R. A.
    PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART H-JOURNAL OF ENGINEERING IN MEDICINE, 2021, 235 (06) : 676 - 687
  • [6] Gait characterization for osteoarthritis patients using wearable gait sensors (H-Gait systems)
    Tadano, Shigeru
    Takeda, Ryo
    Sasaki, Keita
    Fujisawa, Tadashi
    Tohyama, Harukazu
    JOURNAL OF BIOMECHANICS, 2016, 49 (05) : 684 - 690
  • [7] Biometric Database for Human Gait Recognition using Wearable Sensors and a Smartphone
    Al Kork, Samer K.
    Gowthami, Itta
    Savatier, Xavier
    Beyrouthy, Taha
    Korbane, Joe Akl
    Roshdi, Sherif
    2017 2ND INTERNATIONAL CONFERENCE ON BIO-ENGINEERING FOR SMART TECHNOLOGIES (BIOSMART), 2017,
  • [8] Numerical Simulations and Experimental Human Gait Analysis Using Wearable Sensors
    Tarnita, D.
    Geonea, I.
    Petcu, A.
    Tarnita, D. N.
    NEW TRENDS IN MEDICAL AND SERVICE ROBOTS: DESIGN, ANALYSIS AND CONTROL, 2018, 48 : 289 - 304
  • [9] Human Gait Analysis using Wearable Sensors of Acceleration and Angular Velocity
    Takeda, R.
    Tadano, S.
    Todoh, M.
    Yoshinari, S.
    13TH INTERNATIONAL CONFERENCE ON BIOMEDICAL ENGINEERING, VOLS 1-3, 2009, 23 (1-3): : 1069 - +
  • [10] Smartphone-Based Wearable Gait Monitoring System Using Wireless Inertial Sensors
    Astudillo, Alejandro
    Avella-Rodriguez, Edna
    Arango-Hoyos, Gloria
    Ramirez-Scarpetta, Jose
    Rosero, Esteban
    INTERNATIONAL JOURNAL OF ONLINE AND BIOMEDICAL ENGINEERING, 2023, 19 (08) : 38 - 55