Measuring Gait Velocity and Stride Length with an Ultrawide Bandwidth Local Positioning System and an Inertial Measurement Unit

被引:7
|
作者
Singh, Pratham [1 ]
Esposito, Michael [1 ]
Barrons, Zach [2 ]
Clermont, Christian A. [2 ]
Wannop, John [2 ]
Stefanyshyn, Darren [1 ,2 ]
机构
[1] Univ Calgary, Schulich Sch Engn, Biomed Engn Grad Program, Calgary, AB T2N 1N4, Canada
[2] Univ Calgary, Fac Kinesiol, Calgary, AB T2N 1N4, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
local positioning system; Bland– Altman; motion analysis; gait; MOTION ANALYSIS; SPEED; TRUNK;
D O I
10.3390/s21092896
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
One possible modality to profile gait speed and stride length includes using wearable technologies. Wearable technology using global positioning system (GPS) receivers may not be a feasible means to measure gait speed. An alternative may include a local positioning system (LPS). Considering that LPS wearables are not good at determining gait events such as heel strikes, applying sensor fusion with an inertial measurement unit (IMU) may be beneficial. Speed and stride length determined from an ultrawide bandwidth LPS equipped with an IMU were compared to video motion capture (i.e., the "gold standard") as the criterion standard. Ninety participants performed trials at three self-selected walk, run and sprint speeds. After processing location, speed and acceleration data from the measurement systems, speed between the last five meters and stride length in the last stride of the trial were analyzed. Small biases and strong positive intraclass correlations (0.9-1.0) between the LPS and "the gold standard" were found. The significance of the study is that the LPS can be a valid method to determine speed and stride length. Variability of speed and stride length can be reduced when exploring data processing methods that can better extract speed and stride length measurements.
引用
收藏
页数:11
相关论文
共 50 条
  • [21] A Validation Test of a Simple Method of Stride Length Measurement Only with Inertial Sensors and a Preliminary Test in FES-assisted Hemiplegic Gait
    Watanabe, T.
    Miyazawa, T.
    WORLD CONGRESS ON MEDICAL PHYSICS AND BIOMEDICAL ENGINEERING, 2015, VOLS 1 AND 2, 2015, 51 : 1111 - 1114
  • [22] Remote length measurement system using a single point laser distance sensor and an inertial measurement unit
    Duy Duong Pham
    Suh, Young Soo
    COMPUTER STANDARDS & INTERFACES, 2017, 50 : 153 - 159
  • [23] Test of Global Positioning System-Inertial Measurement Unit Performance for Surveying Road Alignment
    Lee, JunSeok
    Yun, DukGeun
    Sung, Junggon
    TRANSPORTATION RESEARCH RECORD, 2012, (2282) : 3 - 13
  • [24] Validity and repeatability of a new inertial measurement unit system for gait analysis on kinematic parameters: Comparison with an optoelectronic system
    Piche, Elodie
    Guilbot, Marine
    Chorin, Frederic
    Guerin, Olivier
    Zory, Raphael
    Gerus, Pauline
    MEASUREMENT, 2022, 198
  • [25] External Load Analysis in Beach Handball Using a Local Positioning System and Inertial Measurement Units
    Mueller, Carsten
    Willberg, Christina
    Reichert, Lukas
    Zentgraf, Karen
    SENSORS, 2022, 22 (08)
  • [26] Accuracy Verification of Spatio-Temporal and Kinematic Parameters for Gait Using Inertial Measurement Unit System
    Yeo, Sang Seok
    Park, Ga Young
    SENSORS, 2020, 20 (05)
  • [27] Measuring Spinal Mobility Using an Inertial Measurement Unit System: A Validation Study in Axial Spondyloarthritis
    Concepcion Aranda-Valera, I
    Cuesta-Vargas, Antonio
    Garrido-Castro, Juan L.
    Gardiner, Philip, V
    Lopez-Medina, Clementina
    Machado, Pedro M.
    Condell, Joan
    Connolly, James
    Williams, Jonathan M.
    Munoz-Esquivel, Karla
    O'Dwyer, Tom
    Castro-Villegas, M. Carmen
    Gonzalez-Navas, Cristina
    Collantes-Estevez, Eduardo
    DIAGNOSTICS, 2020, 10 (06)
  • [28] Measuring Spinal Mobility Using an Inertial Measurement Unit System: A Reliability Study in Axial Spondyloarthritis
    O'Grady, Megan
    O'Dwyer, Tom
    Connolly, James
    Condell, Joan
    Esquivel, Karla Munoz
    O'Shea, Finbar D.
    Gardiner, Philip
    Wilson, Fiona
    DIAGNOSTICS, 2021, 11 (03)
  • [29] An effortless procedure to align the local frame of an inertial measurement unit to the local frame of another motion capture system
    Chardonnens, Julien
    Favre, Julien
    Aminian, Kamiar
    JOURNAL OF BIOMECHANICS, 2012, 45 (13) : 2297 - 2300
  • [30] Integration of Steering Angle Sensor with Global Positioning System and Micro-Electro-Mechanical Systems Inertial Measurement Unit for Vehicular Positioning
    Gao, Jianchen
    Petovello, Mark
    Cannon, M. Elizabeth
    JOURNAL OF INTELLIGENT TRANSPORTATION SYSTEMS, 2008, 12 (04) : 159 - 167