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Controller Design for A Stance-Control Knee-Ankle-Foot Orthosis Based on Optimization Techniques

机译:基于maTLaB的姿态控制膝踝足矫形器控制器设计   优化技术

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摘要

Design of active orthosis is a challenging problem from both the dynamicsimulation and control points of view. The redundancy problem of thesimultaneous human-orthosis actuation is an interesting exercise to solveconcerning the analytical and computational cost effectiveness. Thephysiological static optimization approach tries to solve the actuation sharingproblem. Its objective is to quantify the contributions of muscles and activeorthosis to the net joint torques in order to select the proper actuator forthe joint. Depending on the disability of each patient, different controllerscan be designed. As a matter of fact, the duration of the gait cycle for eachpatient should be different. In this paper, a PI controller is designed whoseparameters are tuned by optimizing a cost function which takes into account thepatients muscle power and the error of the knee angle with the reference value.Moreover, the final time is obtained by minimizing the mean of integral squarederrors. The performance of the method is shown by designing the controller forthree types of patients, ordered from low to high disability. The objective ofthis work is to use optimal control techniques based on physiological staticoptimization approach to the design of active orthosis and its control.
机译:从动态仿真和控制的角度来看,主动矫形器的设计都是一个具有挑战性的问题。人工矫形器同时驱动的冗余问题是解决有关分析和计算成本效益的有趣练习。生理静态优化方法试图解决驱动共享问题。其目的是量化肌肉和矫形器对关节净扭矩的贡献,以便为关节选择合适的执行器。根据每个患者的残疾情况,可以设计不同的控制器。实际上,每位患者的步态周期的持续时间应该不同。本文设计了一种PI控制器,该PI控制器通过优化成本函数来调整参数,该函数考虑了患者的肌肉力量和膝关节角度误差与参考值之间的关系,此外,通过最小化积分平方误差的均值来获得最终时间。通过设计控制器的三种类型的患者(从低残疾到高残疾)来显示该方法的性能。这项工作的目的是使用基于生理静态优化方法的最优控制技术来设计主动矫形器及其控制方法。

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