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A Robotic Cadaveric Gait Simulator With Fuzzy Logic Vertical Ground Reaction Force Control

机译:具有模糊逻辑垂直地面反作用力控制的机器人尸体步态模拟器

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Lower limb dynamic cadaveric gait simulators are useful to investigate the biomechanics of the foot and ankle, but many systems have several common limitations, which include simplified tendon forces, nonphysiologic tibial kinematics, greatly reduced velocities, scaled body weight (BW), and, most importantly, trial-and-error vertical ground reaction force (vGRF) control. This paper presents the design, development, and validation of the robotic gait simulator (RGS), which addresses these limitations. A 6-degrees-of-freedom (6-DOF) parallel robot was utilized as part of the RGS to recreate the relative tibia to ground motion. A custom-designed nine-axis proportional-integral-derivative (PID) force-control tendon actuation system provided force to the extrinsic tendons of the cadaveric lower limb. A fuzzy logic vGRF controller was developed, which altered tendon forces in real time and iteratively adjusted the robotic trajectory in order to track a target vGRF. The RGS was able to accurately reproduce 6-DOF tibial kinematics, tendon forces, and vGRF with a cadaveric lower limb. The fuzzy logic vGRF controller was able to track the target in vivo vGRF with an average root-mean-square error of only 5.6% BW during a biomechanically realistic 3/4 BW, 2.7-s stance phase simulation.
机译:下肢动态尸体步态模拟器可用于研究脚和脚踝的生物力学,但许多系统都有一些共同的局限性,包括简化的肌腱力,非生理性胫骨运动学,速度大大降低,体重成比例(BW),以及大多数重要的是,试错垂直地面反作用力(vGRF)控制。本文介绍了机器人步态模拟器(RGS)的设计,开发和验证,它解决了这些限制。一个6自由度(6-DOF)并行机器人被用作RGS的一部分,以重新生成相对于地面运动的胫骨。定制设计的九轴比例积分微分(PID)力控制肌腱驱动系统向尸体下肢的外在肌腱提供力。开发了一种模糊逻辑vGRF控制器,该控制器实时更改肌腱力并迭代地调整机器人轨迹,以跟踪目标vGRF。 RGS能够准确地复制具有尸体下肢的6自由度胫骨运动学,肌腱力和vGRF。模糊逻辑vGRF控制器能够在生物力学上逼真的3/4 BW,2.7-s姿态阶段模拟中以仅5.6%BW的平均均方根误差跟踪体内vGRF靶标。

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