Title :
Estimation of joint angles with capacitive accelerometers
Author :
Nielsen, Simona Iftime ; Popovic, Mirjana B. ; Popovic, Dejan B.
Author_Institution :
Aalborg Univ., Aalborg
Abstract :
In neurorehabilitation of individuals with sensory- motor deficit it is of interest to estimate the joint angles during movement. We designed and tested a system by using a system of micro-machined capacitive accelerometers. The major difficulty was the intrinsic property of the capacitive transducer outputting the total acceleration caused by both gravity and other forces. We developed a method for estimating the absolute angular acceleration and angular velocity of the rigid body by using a combination of two accelerometers fixed along the same axis on the rigid body. By low-pass filtering of outputs from two sensors on the same segment, and subtracting the differences calculated for the two neighboring segments we estimated the joint angle. The experimental verification was done by using the pendulum. The measurement uncertainty in the experiments was comparable with the commercially available goniometer (plusmn2 degrees). The system developed and tested does not require calibration, the mounting of the system is simple, and the sensory system is light and robust.
Keywords :
accelerometers; biomedical measurement; biomedical transducers; capacitive sensors; gait analysis; measurement uncertainty; microsensors; neurophysiology; patient rehabilitation; absolute angular acceleration; absolute angular velocity; joint angle estimation; low-pass filtering; measurement uncertainty; micromachined capacitive accelerometers; neurorehabilitation; rigid body movement; sensory motor deficit; Acceleration; Accelerometers; Angular velocity; Filtering; Goniometers; Gravity; Low pass filters; Measurement uncertainty; System testing; Transducers;
Conference_Titel :
Student Paper, 2008 Annual IEEE Conference
Conference_Location :
Aalborg
Print_ISBN :
978-1-4244-2156-5
DOI :
10.1109/AISPC.2008.4460551