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The Balance: An energy management task

机译:平衡:能源管理任务

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The balance has been widely studied over the last decades due to its importance in people independence. This allowed formulating models of human balance strategies. They are mainly based on inverted pendulum dynamical model stabilized with a feedback controller that keeps the Centre of Mass (CoM) within a stable trajectory within the Base of Stability (BoS). When a perturbation is applied the controller applies the force needed to keep the CoM along the defined trajectory. However, that describes very well one-foot standing situations cannot be generalized in double feet standing posture. This brought to the development of models like the Extrapolated Centre of Mass (XCoM) in order to manage the transaction between one foot and the other. It uses the ballistic of the pendulum in order to identify the landing of the opposite foot in order to phase the two pendula and have a smooth transaction between the two postures. We propose a generalized inverted pendulum model which accounts both feet accounting them as a pair of coupled pendula, describing all the different phases of both standing and gait. This also allows designing a semiautonomous hierarchical control which has a stronger parallel with the physiological counterpart. Where we have a feedforward controller coming for the motion planning, a slow feedback controller which generate the motor-commands and a fast feedback controller correcting the motor commands in order to stabilize the motion on the desired trajectory. This work presents a preliminary study which presents the model formulation and a basic evaluation of its ability to describe balance. Moreover, we identified a possible control architecture to implement in order to use this model in balance control.
机译:由于平衡在人们独立性中的重要性,因此在过去的几十年中人们对其进行了广泛的研究。这样就可以制定人类平衡策略的模型。它们主要基于通过反馈控制器稳定的倒立摆动力学模型,该反馈控制器将质心(CoM)保持在稳定性基础(BoS)内的稳定轨迹内。施加扰动后,控制器将施加所需的力,以保持CoM沿定义的轨迹运动。但是,这很好地描述了单脚站立的情况,不能以双脚站立的姿势来概括。为了管理一只脚和另一只脚之间的事务,这带来了诸如质量外推中心(XCoM)之类的模型的开发。它使用摆锤的弹道来识别另一只脚的着陆点,以便使两个摆锤相移并在两个姿势之间进行平滑处理。我们提出了一个广义的倒立摆模型,该模型将双脚解释为一对耦合的摆,描述了站立和步态的所有不同阶段。这也允许设计一个半自治的分层控制,它与生理对应具有更强的并行性。在这里,我们有一个用于运动计划的前馈控制器,一个生成电机命令的慢速反馈控制器和一个对电机命令进行校正的快速反馈控制器,以将运动稳定在所需的轨迹上。这项工作提出了一项初步研究,提出了模型制定及其对平衡描述能力的基本评估。此外,我们确定了可能要实现的控制体系结构,以便在平衡控制中使用此模型。

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