TY - GEN
T1 - A Rollover Strategy for Wrist Damage Reduction in a Forward Falling Humanoid
AU - Liu, Dongdong
AU - Lin, Yuhang
AU - Kapila, Vikram
N1 - Funding Information:
Work supported in part by the National Science Foundation under an ITEST grant DRL-1614085, RET Site grant EEC- 1542286, and DRK-12 grant DRL-1417769. D. Liu thanks his lab colleagues, particularly P. Chauhan, for helping edit the early drafts of manuscript. REFERENCES
Publisher Copyright:
© 2021 IEEE.
PY - 2021/8/8
Y1 - 2021/8/8
N2 - The last few years have witnessed an increasing interest in the use of humanoid robots for diverse technological applications. Since the center of mass (CoM) of a typical humanoid lies at a relatively high elevation, such a robot often experiences instability during its operation and has a high likelihood of fall. Thus, it is necessary to endow these robots with a robust method to reduce damage that may result from the impact of a fall. Prior research on humans undergoing a forward fall has revealed that the deployment of a rollover strategy along the longitudinal axis can lower the impact force experienced on the hand to effectively reduce wrist injuries. Yet, analogous research for humanoids has received scant attention. To address this research gap, in this work, we consider the optimal design, implementation, and examination of a rollover strategy-similar to the one for humans-for a humanoid robot by employing a differential dynamic programming (DDP) approach. In addition to providing an overview of the theoretical formulation of our methodology, using results from repeated forward falling experiments with a humanoid, we demonstrate that a reliable application of the rollover strategy considerably reduces the impact force vis-à-vis the bimanual fall approach, to protect the wrist of our robot. Moreover, the experiments showcase that the proposed method is also effective in reducing the impact on the torso of the humanoid. With the use of the rollover methodology, a typical humanoid can overcome a key obstacle to its broad adoption and deployment in real-world applications.
AB - The last few years have witnessed an increasing interest in the use of humanoid robots for diverse technological applications. Since the center of mass (CoM) of a typical humanoid lies at a relatively high elevation, such a robot often experiences instability during its operation and has a high likelihood of fall. Thus, it is necessary to endow these robots with a robust method to reduce damage that may result from the impact of a fall. Prior research on humans undergoing a forward fall has revealed that the deployment of a rollover strategy along the longitudinal axis can lower the impact force experienced on the hand to effectively reduce wrist injuries. Yet, analogous research for humanoids has received scant attention. To address this research gap, in this work, we consider the optimal design, implementation, and examination of a rollover strategy-similar to the one for humans-for a humanoid robot by employing a differential dynamic programming (DDP) approach. In addition to providing an overview of the theoretical formulation of our methodology, using results from repeated forward falling experiments with a humanoid, we demonstrate that a reliable application of the rollover strategy considerably reduces the impact force vis-à-vis the bimanual fall approach, to protect the wrist of our robot. Moreover, the experiments showcase that the proposed method is also effective in reducing the impact on the torso of the humanoid. With the use of the rollover methodology, a typical humanoid can overcome a key obstacle to its broad adoption and deployment in real-world applications.
KW - Humanoid robot system and modeling
KW - methodologies
KW - simulation techniques
UR - http://www.scopus.com/inward/record.url?scp=85115144684&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85115144684&partnerID=8YFLogxK
U2 - 10.1109/ICMA52036.2021.9512722
DO - 10.1109/ICMA52036.2021.9512722
M3 - Conference contribution
AN - SCOPUS:85115144684
T3 - 2021 IEEE International Conference on Mechatronics and Automation, ICMA 2021
SP - 293
EP - 300
BT - 2021 IEEE International Conference on Mechatronics and Automation, ICMA 2021
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 18th IEEE International Conference on Mechatronics and Automation, ICMA 2021
Y2 - 8 August 2021 through 11 August 2021
ER -