Title :
Development of wearable inertial sensors for measurement of hand arm tremors
Author :
Ping Yi Chan ; Ripin, Zaidi Mohd
Author_Institution :
Sch. of Mech. Eng., Univ. Sains Malaysia Univ. Sains Malaysia, Nibong Tebal, Malaysia
Abstract :
This paper presents the development wearable inertial sensors in hand arm tremor measurement. Three inertial measurement units, each with a triaxial accelerometer and a triaxial gyroscope were strapped on hand, lower arm and upper arm respectively for tremor data acquisition. The measurement device was selected based on the specifications of the commonly found tremors, namely physiological tremor, parkinsonian tremor and essential tremor. The data acquisition and postprocessing of the tremor data were done in Labview environment. The acquired linear and angular data were used to compute the tremor quantification parameters. The tremor quantification parameters developed in this work were Teager energy and tremor motion in pronation-supination, flexion-extension and abduction-adduction. The proposed tremor quantification parameters and wearable inertial sensors have the potential to be used in diagnosis of tremors. One of the challenges faced in this work was to obtain accurate data postprocessing from all sensors which transfer data in serial. Further research is needed in exploring the potentials of the measurement system to be applied clinically and in modeling.
Keywords :
accelerometers; biomedical equipment; biomedical measurement; data acquisition; gyroscopes; patient diagnosis; physiology; sensors; virtual instrumentation; LabVIEW environment; abduction-adduction; data postprocessing; flexion extension; hand arm tremor measurement; inertial measurement units; measurement device; parkinsonian tremor; physiological tremor; pronation supination; teager energy; tremor data acquisition; tremor diagnosis; tremor motion; tremor quantification parameter; triaxial accelerometer; triaxial gyroscope; wearable inertial sensor; Accelerometers; Data acquisition; Equations; Gyroscopes; Muscles; Sensors; Three-dimensional displays; hand arm; inertial measurement unit; measurement method; quantify; tremor; wearable inertial sensor;
Conference_Titel :
Smart Instrumentation, Measurement and Applications (ICSIMA), 2013 IEEE International Conference on
Conference_Location :
Kuala Lumpur
Print_ISBN :
978-1-4799-0842-4
DOI :
10.1109/ICSIMA.2013.6717926