Faculty of Kinesiology, University of Calgary, Calgary, Alberta, Canada.
Istanbul Technical University, Department of Control and Automation Engineering, Istanbul, Turkey.
Sci Rep. 2020 Jan 17;10(1):540. doi: 10.1038/s41598-019-57156-6.
Humans and other walking bipeds often encounter and compensate for uneven terrain. They might, for example, regulate the body's momentum when stepping on stones to cross a stream. We examined what to do and how far to look, as a simple optimal control problem, where forward momentum is controlled to compensate for a step change in terrain height, and steady gait regained with no loss of time relative to nominal walking. We modeled planar, human-like walking with pendulum-like legs, and found the most economical control to be quite stereotypical. It starts by gaining momentum several footfalls ahead of an upward step, in anticipation of the momentum lost atop that step, and then ends with another speed-up to regain momentum thereafter. A similar pattern can be scaled to a variety of conditions, including both upward or downward steps, yet allow for considerably reduced overall energy and peak power demands, compared to compensation without anticipation. We define a "persistence time" metric from the transient decay response after a disturbance, to describe how momentum is retained between steps, and how far ahead a disturbance should be planned for. Anticipatory control of momentum can help to economically negotiate uneven terrain.
人类和其他两足动物经常会遇到并适应不平坦的地形。例如,他们可能会在踏脚石过溪时调节身体的动量。我们研究了在面对地形高度的阶跃变化时,如何以及看多远,作为一个简单的最优控制问题,其中通过控制向前的动量来补偿,同时保持稳定的步伐,相对于名义步行不会损失时间。我们使用类似于钟摆的腿部对平面、类人行走进行建模,发现最经济的控制方式非常刻板。它首先通过在向上的一步之前几步获得动量,以预期在那一步中失去的动量,然后在之后再进行另一次加速以恢复动量。类似的模式可以扩展到各种条件,包括向上或向下的步骤,同时与没有预期的补偿相比,可以显著降低整体能量和峰值功率需求。我们从干扰后的瞬态衰减响应中定义了一个“持续时间”度量标准,以描述在两步之间如何保持动量,以及应该为干扰提前规划多远。动量的预期控制可以帮助经济地穿越不平坦的地形。