Dynamic Locomotion Article 2020

Virtual Point Control for Step-down Perturbations and Downhill Slopes in Bipedal Running

Titlepage terrain

Bipedal running is a difficult task to realize in robots, since the trunk is underactuated and control is limited by intermittent ground contacts. Stabilizing the trunk becomes even more challenging if the terrain is uneven and causes perturbations. One bio-inspired method to achieve postural stability is the virtual point (VP) control, which is able to generate natural motion. However, so far it has only been studied for level running. In this work, we investigate whether the VP control method can accommodate single step-down perturbations and downhill terrains. We provide guidelines on the model and controller parameterizations for handling varying terrain conditions. Next, we show that the VP method is able to stabilize single step-down perturbations up to 40 cm, and downhill grades up to 20-10° corresponding to running speeds of 2-5 m/s. Our results show that the VP approach leads to asymmetrically bounded ground reaction forces for downhill running, unlike the commonly-used symmetric friction cone constraints. Overall, VP control is a promising candidate for terrain-adaptive running control of bipedal robots.

Author(s): Drama, Özge and Badri-Spröwitz, Alexander
Journal: Frontiers in Bioengineering and Biotechnology
Volume: 8
Pages: 586534
Year: 2020
Month: December
Day: 18
Publisher: Frontiers Media
Bibtex Type: Article (article)
DOI: 10.3389/fbioe.2020.586534
State: Published
URL: https://www.frontiersin.org/article/10.3389/fbioe.2020.586534
Digital: True
Electronic Archiving: grant_archive

BibTex

@article{drama2020d,
  title = {Virtual Point Control for Step-down Perturbations and Downhill Slopes in Bipedal Running},
  journal = {Frontiers in Bioengineering and Biotechnology},
  abstract = {Bipedal running is a difficult task to realize in robots, since the trunk is underactuated and control is limited by intermittent ground contacts. Stabilizing the trunk becomes even more challenging if the terrain is uneven and causes perturbations. One bio-inspired method to achieve postural stability is the virtual point (VP) control, which is able to generate natural motion. However, so far it has only been studied for level running. In this work, we investigate whether the VP control method can accommodate single step-down perturbations and downhill terrains. We provide guidelines on the model and controller parameterizations for handling varying terrain conditions. Next, we show that the VP method is able to stabilize single step-down perturbations up to 40 cm, and downhill grades up to 20-10° corresponding to running speeds of 2-5 m/s. Our results show that the VP approach leads to asymmetrically bounded ground reaction forces for downhill running, unlike the commonly-used symmetric friction cone constraints. Overall, VP control is a promising candidate for terrain-adaptive running control of bipedal robots.},
  volume = {8},
  pages = {586534},
  publisher = {Frontiers Media},
  month = dec,
  year = {2020},
  slug = {drama2020d},
  author = {Drama, Özge and Badri-Spr{\"o}witz, Alexander},
  url = {https://www.frontiersin.org/article/10.3389/fbioe.2020.586534},
  month_numeric = {12}
}