Anatomical calibration through post-processing of standard motion tests data

Weisheng Kong, Salvatore Sessa, Massimiliano Zecca, Atsuo Takanishi

    Research output: Contribution to journalArticle

    6 Citations (Scopus)

    Abstract

    The inertial measurement unit is popularly used as a wearable and flexible tool for human motion tracking. Sensor-to-body alignment, or anatomical calibration (AC), is fundamental to improve accuracy and reliability. Current AC methods either require extra movements or are limited to specific joints. In this research, the authors propose a novel method to achieve AC from standard motion tests (such as walking, or sit-to-stand), and compare the results with the AC obtained from specially designed movements. The proposed method uses the limited acceleration range on medial-lateral direction, and applies principal component analysis to estimate the sagittal plane, while the vertical direction is estimated from acceleration during quiet stance. The results show a good correlation between the two sets of IMUs placed on frontal/back and lateral sides of head, trunk and lower limbs. Moreover, repeatability and convergence were verified. The AC obtained from sit-to-stand and walking achieved similar results as the movements specifically designed for upper and lower body AC, respectively, except for the feet. Therefore, the experiments without AC performed can be recovered through post-processing on the walking and sit-to-stand data. Moreover, extra movements for AC can be avoided during the experiment and instead achieved through the proposed method.

    Original languageEnglish
    Article number2011
    JournalSensors (Switzerland)
    Volume16
    Issue number12
    DOIs
    Publication statusPublished - 2016 Dec 1

    Fingerprint

    Calibration
    walking
    Processing
    Walking
    principal components analysis
    limbs
    Units of measurement
    Principal Component Analysis
    alignment
    Principal component analysis
    Foot
    Lower Extremity
    Joints
    Experiments
    sensors
    Head
    estimates
    Sensors
    Research

    Keywords

    • Accelerometer
    • Anatomical calibration
    • Functional calibration
    • Inertial measurement unit
    • Motion test
    • Principal component analysis
    • Sagittal plane
    • Sensor-to-body alignment
    • Sit-to-stand
    • Walking

    ASJC Scopus subject areas

    • Analytical Chemistry
    • Atomic and Molecular Physics, and Optics
    • Biochemistry
    • Electrical and Electronic Engineering

    Cite this

    Anatomical calibration through post-processing of standard motion tests data. / Kong, Weisheng; Sessa, Salvatore; Zecca, Massimiliano; Takanishi, Atsuo.

    In: Sensors (Switzerland), Vol. 16, No. 12, 2011, 01.12.2016.

    Research output: Contribution to journalArticle

    Kong, Weisheng ; Sessa, Salvatore ; Zecca, Massimiliano ; Takanishi, Atsuo. / Anatomical calibration through post-processing of standard motion tests data. In: Sensors (Switzerland). 2016 ; Vol. 16, No. 12.
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