Title :
A wearable inertial-sensing-based body sensor network for shoulder range of motion assessment
Author :
Yu-Liang Hsu ; Jeen-Shing Wang ; Yu-Ching Lin ; Shu-Min Chen ; Yu-Ju Tsai ; Cheng-Ling Chu ; Che-Wei Chang
Author_Institution :
Dept. of Electr. Eng., Nat. Cheng Kung Univ., Tainan, Taiwan
Abstract :
This paper presents a wearable inertial-sensing-based body sensor network (BSN) composed of two inertial modules that are placed on human upper limb for real-time human motion capture applications. Each inertial module consists of an ARM-based 32-bit microcontroller (MCU), a triaxial accelerometer, a triaxial gyroscope, and a triaxial magnetometer. To estimate shoulder range of motion (ROM), the accelerations, angular velocities, and magnetic signals are collected and processed by a quaternion-based complementary nonlinear filter for minimizing the cumulative errors caused by the intrinsic noise/drift of the inertial sensors. The proposed BSN is a cost-effective tool and can be used anywhere without any external reference device for shoulder ROM. The sensor fusion algorithm can reduce orientation error effectively and thus can assess shoulder joint motions accurately.
Keywords :
accelerometers; biomechanics; biomedical equipment; body sensor networks; gyroscopes; magnetometers; medical signal processing; microcontrollers; nonlinear filters; patient rehabilitation; sensor fusion; ARM-based 32-bit microcontroller; BSN; MCU; accelerations; angular velocity; human upper limb; inertial modules; intrinsic noise; magnetic signals; orientation error; quaternion-based complementary nonlinear filter; real-time human motion capture application; sensor fusion algorithm; shoulder ROM; shoulder joint motions; shoulder range of motion assessment; triaxial accelerometer; triaxial gyroscope; triaxial magnetometer; wearable inertial-sensing-based body sensor network; Accelerometers; Joints; Magnetic sensors; Magnetic separation; Magnetometers; Shoulder; Body sensor network; quaternion-based complementary nonlinear filter; rehabilitation; shoulder range of motions;
Conference_Titel :
Orange Technologies (ICOT), 2013 International Conference on
Conference_Location :
Tainan
Print_ISBN :
978-1-4673-5934-4
DOI :
10.1109/ICOT.2013.6521225