TY - JOUR
T1 - Stride Length and Stepping Duration Adjustments Based on Center of Mass Stabilization Control
AU - Zhang, Runming
AU - Meng, Libo
AU - Yu, Zhangguo
AU - Chen, Xuechao
AU - Liu, Huaxin
AU - Huang, Qiang
N1 - Publisher Copyright:
© 1996-2012 IEEE.
PY - 2022/12/1
Y1 - 2022/12/1
N2 - The biped robot adjusts stepping variables (i.e., stride length and stepping duration) to achieve robust walking under perturbations. A novel method of integrating center of mass (CoM) stabilization control into the optimization of stepping variables was proposed in this article. The method contains offline and online procedures. In the offline procedure, benchmark CoM stabilization controller coefficients and benchmark transition matrices were derived. In the online procedure, the states in subsequent steps were predicted in real time by transition matrix operations, and stepping variables were optimized by model predictive control (MPC). After MPC, the target stepping variables were input to CoM stabilization controllers to generate stable CoM motion. The combination of stepping adjustment and CoM stabilization control was accomplished with the method, and the advantages are presented in the introduction and demonstrations.
AB - The biped robot adjusts stepping variables (i.e., stride length and stepping duration) to achieve robust walking under perturbations. A novel method of integrating center of mass (CoM) stabilization control into the optimization of stepping variables was proposed in this article. The method contains offline and online procedures. In the offline procedure, benchmark CoM stabilization controller coefficients and benchmark transition matrices were derived. In the online procedure, the states in subsequent steps were predicted in real time by transition matrix operations, and stepping variables were optimized by model predictive control (MPC). After MPC, the target stepping variables were input to CoM stabilization controllers to generate stable CoM motion. The combination of stepping adjustment and CoM stabilization control was accomplished with the method, and the advantages are presented in the introduction and demonstrations.
KW - Center of mass (CoM) stabilization control
KW - model predictive control (MPC)
UR - http://www.scopus.com/inward/record.url?scp=85130497164&partnerID=8YFLogxK
U2 - 10.1109/TMECH.2022.3159321
DO - 10.1109/TMECH.2022.3159321
M3 - Article
AN - SCOPUS:85130497164
SN - 1083-4435
VL - 27
SP - 5005
EP - 5015
JO - IEEE/ASME Transactions on Mechatronics
JF - IEEE/ASME Transactions on Mechatronics
IS - 6
M1 - 09776524
ER -