TY - JOUR
T1 - Discrete Bi-Bandwidth Extended State Observer for Systems with Measurement Noise
AU - Xia, Licheng
AU - Yang, Lingyu
AU - Li, Weiqi
AU - Wang, Wenhao
AU - Zhang, Jing
N1 - Publisher Copyright:
© 1982-2012 IEEE.
PY - 2024/7/1
Y1 - 2024/7/1
N2 - The goal of this research is to present a discrete extended state observer that can effectively track fast time-varying disturbances while maintaining low sensitivity to measurement noise. A novel disturbance estimation method, named the discrete bi-bandwidth extended state observer (DBESO), is proposed. The DBESO employs a bi-bandwidth gain pencil, which comprises a base bandwidth and a bi-bandwidth scaling factor, to adjust the bandwidth of the observer. Consequently, DBESO can achieves a better tradeoff between the disturbance estimation accuracy and noise suppression. Specific details of DBESO, including its general form and stability proof, are discussed. Furthermore, we proposed three bi-bandwidth gain pencil design methods. The simulation comparisons reveal that the smooth gain pencil exhibits superior estimation performance. Finally, we integrated the observer with PD control and applied it to the rudder deflection control platform. Moreover, the experimental results demonstrate its effectiveness in compensating for fast time-varying disturbances and suppressing measurement noise.
AB - The goal of this research is to present a discrete extended state observer that can effectively track fast time-varying disturbances while maintaining low sensitivity to measurement noise. A novel disturbance estimation method, named the discrete bi-bandwidth extended state observer (DBESO), is proposed. The DBESO employs a bi-bandwidth gain pencil, which comprises a base bandwidth and a bi-bandwidth scaling factor, to adjust the bandwidth of the observer. Consequently, DBESO can achieves a better tradeoff between the disturbance estimation accuracy and noise suppression. Specific details of DBESO, including its general form and stability proof, are discussed. Furthermore, we proposed three bi-bandwidth gain pencil design methods. The simulation comparisons reveal that the smooth gain pencil exhibits superior estimation performance. Finally, we integrated the observer with PD control and applied it to the rudder deflection control platform. Moreover, the experimental results demonstrate its effectiveness in compensating for fast time-varying disturbances and suppressing measurement noise.
KW - Discrete bi-bandwidth extended state observer (DBESO)
KW - fast time-varying disturbance
KW - measurement noise
UR - https://www.scopus.com/pages/publications/85173120804
U2 - 10.1109/TIE.2023.3314905
DO - 10.1109/TIE.2023.3314905
M3 - 文章
AN - SCOPUS:85173120804
SN - 0278-0046
VL - 71
SP - 7796
EP - 7805
JO - IEEE Transactions on Industrial Electronics
JF - IEEE Transactions on Industrial Electronics
IS - 7
ER -