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First Steps Towards Translating HZD Control of Bipedal Robots to Decentralized Control of Exoskeletons

机译:将双足机器人的HZD控制转换为外骨骼分散控制的第一步

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摘要

This paper presents preliminary results toward translating gait and control design for bipedal robots to decentralized control of an exoskeleton aimed at restoring mobility to patients with lower limb paralysis, without the need for crutches. A mathematical hybrid dynamical model of the human-exoskeleton system is developed and a library of dynamically feasible periodic walking gaits for different walking speeds is found through nonlinear constrained optimization using the full-order dynamical system. These walking gaits are stabilized using a centralized (i.e., full-state information) hybrid zero dynamics-based controller, which is then decentralized (i.e., control actions use partial state information) so as to be implementable on the exoskeleton subsystem. A control architecture is then developed so as to allow the user to actively control the exoskeleton speed through his/her upper body posture. Numerical simulations are carried out to compare the two controllers. It is found that the proposed decentralized controller not only preserves the periodic walking gaits but also inherits the robustness to perturbations present in the centralized controller. Moreover, the proposed velocity regulation scheme is able to reach a steady state and track desired walking speeds under both, centralized, and decentralized schemes.
机译:本文介绍了将两足机器人的步态和控制设计转换为外骨骼的分散控制的初步结果,旨在恢复下肢瘫痪患者的活动能力,而无需拐杖。建立了人-外骨骼系统的数学混合动力学模型,并通过使用全阶动力学系统的非线性约束优化,找到了针对不同步行速度的动态可行的周期性步行步态库。使用集中式(即全状态信息)基于混合零动力学的混合控制器来稳定这些步行步态,然后将其分散(即控制动作使用部分状态信息),以便在外骨骼子系统上实现。然后开发控制体系结构,以允许用户通过他/她的上身姿势主动控制外骨骼的速度。进行数值模拟以比较两个控制器。发现所提出的分散控制器不仅保留了周期性的步行步态,而且还继承了对集中控制器中存在的扰动的鲁棒性。此外,在集中式和分散式方案下,提出的速度调节方案都能够达到稳态并跟踪所需的步行速度。

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