Human motion analysis is crucial for a wide range of applications and disciplines. The development and validation of low cost and unobtrusive sensing systems for ambulatory motion detection is still an open issue. Inertial measurement systems and e-textile sensors are emerging as potential technologies for daily life situations. We developed and conducted a preliminary evaluation of innovative sensing concept that combines e-textiles and tri-axial accelerometers for ambulatory human motion analysis. Our sensory fusion method is based on a Kalman filter technique and combines the outputs of textile electrogoniometers and accelerometers without making any assumptions regarding the initial accelerometer position and orientation. We used our technique to measure the flexion-extension angle of the knee in different motion tasks (monopodalic flexions and walking at different velocities). The estimation technique was benchmarked against a commercial measurement system based on inertial measurement units and performed reliably for all the various tasks (mean and standard deviation of the root mean square error of 1.96 and 0.96 degrees, respectively). In addition, the method showed a notable improvement in angular estimation compared to the estimation derived by the textile goniometer and accelerometer considered separately. In future work, we will extend this method to more complex and multi degrees of freedom joints.


    Zugriff

    Download


    Exportieren, teilen und zitieren



    Titel :

    Wearable goniometer and accelerometer sensory fusion for knee joint angle measurement in daily-life



    Erscheinungsdatum :

    01.01.2015



    Medientyp :

    Aufsatz (Zeitschrift)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch



    Klassifikation :

    DDC:    629



    Wearable with linked accelerometer system

    BOESEN PETER VINCENT / HÄGELE FELIX / MÜLLER NIKOLAS | Europäisches Patentamt | 2018

    Freier Zugriff

    The Sandmeier Field Goniometer: A Measurement Tool for Bi-Directional Reflectance

    Turner, M. / Brown, J. / United States | British Library Conference Proceedings | 2000



    A Novel Approach for Upper Limbs Joint Angle Measurement Using Wearable IMU Sensors

    Baklouti, Souha / Rezgui, Taysir / Chaker, Abdelbadiâ et al. | Springer Verlag | 2024


    The Strain Gauge Goniometer, a New Sensor to Measure Dummy Joint Angles Under Crash Conditions

    de Vogel, Dieter / Siebertz, Karl / Moerke, Thilo | SAE Technical Papers | 2000