University of Calgary Faculty of Kinesiology, Calgary, Alberta, Canada.
Istanbul Technical University, Faculty of Electrical & Electronics Eng., Istanbul, Turkey.
PLoS One. 2018 Sep 26;13(9):e0204205. doi: 10.1371/journal.pone.0204205. eCollection 2018.
Bipedal locomotion may occur over imperfect surfaces with bumps or other features that disrupt steady gait. An unexpected bump in the road is generally expected to slow down most types of locomotion. On wheels, speed may be regained quite readily with "cruise control" performed in continuous time. But legged locomotion is less straightforward, because the stance leg may be under-actuated, and the continuous-time dynamics are periodically disrupted by discrete ground contact events. Those events may also afford good control opportunities, albeit subject to the delay between discrete opportunities. The regulation of walking speed should ideally use these opportunities to compensate for lost time, and with good economy if possible. However, the appropriate control strategy is unknown. Here we present how to restore speed and make up for time lost going over a bump in the road, through discrete, once-per-step control. We use a simple dynamic walking model to determine the optimal sequence of control actions-pushing off from the leg at the end of each stance phase-for fast response or best economy. A two-step, deadbeat sequence is the fastest possible response, and reasonably economical. Slower responses over more steps are more economical overall, but a bigger difference is that they demand considerably less peak power. A simple, reactive control strategy can thus compensate for an unexpected bump, with explicit trade-offs in time and work. Control of legged locomotion is not as straightforward as with wheels, but discrete control actions also allow for effective and economical reactions to imperfect terrain.
双足运动可能发生在不平整的表面上,这些表面有颠簸或其他特征会破坏稳定的步态。道路上的意外颠簸通常会使大多数类型的运动减速。在轮子上,通过连续时间的“巡航控制”可以很容易地恢复速度。但腿部运动则不那么简单,因为支撑腿可能是欠驱动的,连续时间的动力学会被离散的地面接触事件周期性地打断。这些事件也可能提供良好的控制机会,尽管受到离散机会之间的延迟的限制。行走速度的调节理想情况下应该利用这些机会来补偿失去的时间,如果可能的话,还要以良好的经济性来补偿。然而,合适的控制策略是未知的。在这里,我们通过离散的、每步一次的控制,展示了如何在遇到道路颠簸时恢复速度并弥补失去的时间。我们使用一个简单的动态步行模型来确定控制动作的最佳序列——在每个支撑阶段结束时从腿上推离——以实现快速响应或最佳经济性。两步、无超调的序列是最快的可能响应,并且相当经济。在更多的步骤上进行更慢的响应在总体上更经济,但更大的区别是,它们需要的峰值功率要小得多。因此,一种简单的反应式控制策略可以补偿意外的颠簸,在时间和功之间有明确的权衡。腿部运动的控制不像轮子那样简单,但离散的控制动作也允许对不完美的地形进行有效和经济的反应。