TY - JOUR
T1 - Path-Following Based on Fuzzy Line-of-Sight Guidance for a Bionic Snake Robot With Unknowns
AU - Xiu, Yang
AU - Li, Dongfang
AU - Deng, Hongbin
AU - Jiang, Shan
AU - Wu, Edmond Q.
N1 - Publisher Copyright:
© 1996-2012 IEEE.
PY - 2023/12/1
Y1 - 2023/12/1
N2 - To improve the convergence rate of path-following errors of a bionic snake robot and reduce the overshoot of kinematic errors, a path-following control method based on fuzzy line-of-sight (LOS) guidance for a bionic snake robot with unknowns is developed. This method designs the time-varying LOS forward distance and sliding mode switching gain according to fuzzy rules, offsets the external interferences, weakens the damage of chattering to robot joints, and reduces the negative impact of external interferences on the robot path-following. In addition, the uncertain friction coefficients are predicted by using the adaptive estimation, which compensates for joints' rotating force inputs and improves environmental adaptability of the body. By establishing the appropriate Lyapunov function, the stability of the gait angle, motion position, and whole system are verified. Simulation and experiment results show the feasibility and superiority of the proposed method.
AB - To improve the convergence rate of path-following errors of a bionic snake robot and reduce the overshoot of kinematic errors, a path-following control method based on fuzzy line-of-sight (LOS) guidance for a bionic snake robot with unknowns is developed. This method designs the time-varying LOS forward distance and sliding mode switching gain according to fuzzy rules, offsets the external interferences, weakens the damage of chattering to robot joints, and reduces the negative impact of external interferences on the robot path-following. In addition, the uncertain friction coefficients are predicted by using the adaptive estimation, which compensates for joints' rotating force inputs and improves environmental adaptability of the body. By establishing the appropriate Lyapunov function, the stability of the gait angle, motion position, and whole system are verified. Simulation and experiment results show the feasibility and superiority of the proposed method.
KW - Bionic snake robot
KW - fuzzy line-of-sight (LOS)
KW - path-following
UR - https://www.scopus.com/pages/publications/85153339506
U2 - 10.1109/TMECH.2023.3254817
DO - 10.1109/TMECH.2023.3254817
M3 - Article
AN - SCOPUS:85153339506
SN - 1083-4435
VL - 28
SP - 3167
EP - 3179
JO - IEEE/ASME Transactions on Mechatronics
JF - IEEE/ASME Transactions on Mechatronics
IS - 6
M1 - 3254817
ER -