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首页> 外文期刊>Gait & posture >Stair-specific algorithms for identification of touch-down and foot-off when descending or ascending a non-instrumented staircase
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Stair-specific algorithms for identification of touch-down and foot-off when descending or ascending a non-instrumented staircase

机译:特定于楼梯的算法,用于在非仪表楼梯下降或上升时识别落地和落脚

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摘要

The present study introduces four event detection algorithms for defining touch-down and foot-off during stair descent and stair ascent using segmental kinematics. For stair descent, vertical velocity minima of the whole body center-of-mass was used to define touch-down, and foot-off was defined as the instant of trail limb peak knee flexion. For stair ascent, vertical velocity local minima of the lead-limb toe was used to define touch-down, and foot-off was defined as the local maxima in vertical displacement between the toe and pelvis. The performance of these algorithms was determined as the agreement in timings of kinematically derived events to those defined kinetically (ground reaction forces). Data were recorded while 17 young and 15 older adults completed stair descent and ascent trials over a four-step instrumented staircase. Trials were repeated for three stair riser height conditions (85. mm, 170. mm, and 255. mm). Kinematically derived touch-down and foot-off events showed good agreement (small 95% limits of agreement) with kinetically derived events for both young and older adults, across all riser heights, and for both ascent and descent. In addition, agreement metrics were better than those returned using existing kinematically derived event detection algorithms developed for overground gait. These results indicate that touch-down and foot-off during stair ascent and descent of non-instrumented staircases can be determined with acceptable precision using segmental kinematic data.
机译:本研究介绍了四种事件检测算法,用于使用分段运动学定义楼梯下降和楼梯上升过程中的着陆和落脚。对于楼梯下降,全身质量中心的垂直速度最小值用于定义降落,而脚后移定义为后肢峰值屈膝的瞬间。对于楼梯上升,将铅肢脚趾的垂直速度局部最小值定义为着陆,而将脚步距离定义为脚趾与骨盆之间垂直位移的局部最大值。这些算法的性能被确定为运动学派生的事件与动力学上定义的事件(地面反作用力)的时间一致。记录了数据,同时有17名年轻人和15名老年人在四步仪表楼梯上完成了台阶下降和上升试验。对三个楼梯立管高度条件(85. mm,170。mm和255. mm)重复进行试验。运动学得出的触地和落脚事件与年轻人和老年人(在所有上升者身高以及上升和下降时)的动力学得出的事件显示出良好的一致性(一致的95%很小的极限)。此外,协议指标优于使用针对地面步态开发的现有运动学派生事件检测算法返回的指标。这些结果表明,使用分段运动学数据可以以可接受的精度确定非仪表楼梯在楼梯上升和下降过程中的着地和落脚。

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