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Analysis of Lower Limb Segment Orientation Using Triaxial Accelerometers

机译:使用三轴加速度计分析下肢节段方向

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References(14) A double-sensor difference based algorithm to estimate segment rotation angles in 2 directions for lower limb segment orientation analysis in 3-dimensional (3D) space was presented. The results of the simulation suggest that the accuracy of the calculated angles correlate strongly with the range of the rotation angles. In order to achieve higher precision of the calculated angles in a range of -60° to 60°, a switching algorithm containing arcsine or arccosine according to the value of the angle was presented. Then, to qualitatively verify the method in practical application, a prototype of a wearable sensor system using only one kind of inertial sensor (accelerometer) was developed. The system was first tested on a board with one freedom of rotation in the sagittal plane. Then it was tested on the thigh of a volunteer to obtain the pitch and yaw angles for lower limb segment orientation. In the experiment, two accelerometers were used to measure the actual accelerations on the thigh. The volunteer swung his lower limb in the work space of an optical motion analysis system to obtain the orientation angles of the thigh as reference. It was assumed that there was very little trunk sway or skin artifacts and no significant internal/external rotation of the leg. The results show that, without integration and switching between different sensors, using only one kind of sensor (accelerometer), the prototype is suitable for ambulatory analysis of lower limb segment orientation in two directions.
机译:参考文献(14) 提出了一种基于双传感器差分的算法,用于估计三维空间下肢节段方向分析的2个方向的节段旋转角度。仿真结果表明,计算角度的精度与旋转角度的范围密切相关。为了在-60°至60°范围内实现更高精度的计算角度,提出了一种根据角度值包含反正弦或反余弦的切换算法。然后,为了在实际应用中对该方法进行定性验证,开发了一种仅使用一种惯性传感器(加速度计)的可穿戴传感器系统原型。该系统首先在矢状面上具有一个旋转自由度的板上进行了测试。然后在志愿者的大腿上进行测试,以获得下肢节段方向的俯仰角和偏航角。在实验中,使用两个加速度计来测量大腿的实际加速度。志愿者在光学运动分析系统的工作空间中摆动下肢,以获得大腿的方向角度作为参考。据推测,躯干几乎没有摇摆或皮肤伪影,腿部没有明显的内/外旋。结果表明,无需在不同传感器之间集成和切换,仅使用一种传感器(加速度计),该样机适用于下肢节段方向的两个方向的动态分析。

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