Detecting absolute human knee angle and angular velocity using accelerometers and rate gyroscopes

被引:115
作者
Williamson, R
Andrews, BJ [1 ]
机构
[1] Univ Reading, Stoke Mandeville Hosp, Natl Spinal Injuries Ctr, Reading RG6 2AH, Berks, England
[2] Univ Reading, Dept Cybernet, Reading RG6 2AH, Berks, England
[3] Second Sight LLC, Stanford, CA USA
关键词
gait analysis; FES; accelerometer; rate gyroscope; goniometer; motion sensors;
D O I
10.1007/BF02345283
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Knee joint angle and angular velocity were calculated in real time during standing up and sitting down. Two small modules comprising rate gyroscopes and accelerometers were attached to the thigh and shank of two able-bodied volunteers and one T-5 ASIA(A) paraplegic assisted by functional electrical stimulation (FESI. The offset and drift of the rate gyroscopes was compensated for by auto-resetting and auto-nulling algorithms. The tilt of the limb segments was calculated by combining the signals of the accelerometer and the rate gyroscope. The joint angle was calculated as the difference in tilt of the segments. The modules were also tested on a two-dimensional model. The mean differences between the rate gyroscope-accelerometer system and the reference goniometer for the model, able-bodied and paraplegic standing trials were 2.1 degrees, 2.4 degrees and 2.3 degrees respectively for knee angle and 2.3 degrees s(-1), 5.0 degrees s(-1) and 11.8 degrees s(-1) respectively for knee velocity. The rate gyroscope-accelerometer system was more accurate than using the accelerometer as a tilt meter, possibly due to the greater bandwidth of the rate gyroscope-accelerometer system.
引用
收藏
页码:294 / 302
页数:9
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