Title :
Real-time tracking of flexion angle by using wearable accelerometer sensors
Author :
Yeoh, Wee-Soon ; Wu, Jian-Kang ; Pek, Isaac ; Yong, Yi-Han ; Chen, Xiang ; Waluyo, Agustinus Borgy
Author_Institution :
Inst. for Infocomm Res., Singapore
Abstract :
This paper presents a new algorithm for real time tracking the flexion angle from wearable accelerometer sensor data using wireless body sensor network (BSN). The proposed algorithm uses dynamic filter for tracking the flexion angles of which the human body dynamics is described by its system model. In this work, the Extended Kalman Filtering is used to demonstrate the superiority of this approach. Results from a thigh tracking experiment show that the flexion angle estimated closely followed that of the video data.
Keywords :
Kalman filters; accelerometers; biomechanics; biomedical telemetry; body area networks; wireless sensor networks; extended Kalman filtering; flexion angle estimation; human body dynamics; real-time flexion angle tracking; thigh tracking experiment; video data; wearable accelerometer sensor; wireless body sensor network; Accelerometers; Biological system modeling; Body sensor networks; Filtering; Heuristic algorithms; Humans; Kalman filters; Thigh; Wearable sensors; Wireless sensor networks;
Conference_Titel :
Medical Devices and Biosensors, 2008. ISSS-MDBS 2008. 5th International Summer School and Symposium on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4244-2252-4
Electronic_ISBN :
978-1-4244-2253-1
DOI :
10.1109/ISSMDBS.2008.4575034