TY - JOUR
T1 - Active Disturbance Rejection Consensus Control of Multi-Agent Systems Based on a Novel NESO
AU - Liu, Jun
AU - Tan, Jinhao
AU - Li, Hongbo
AU - Chen, Badong
N1 - Publisher Copyright:
© 1996-2012 IEEE.
PY - 2025
Y1 - 2025
N2 - Distributed consensus control problems of multiagent systems (MASs) subject to total disturbances are studied in this article, where all agents communicate over a fixed topology with undirected or directed connections. First, a novel nonlinear fast convergence function and a novel nonlinear extended state observer (NNESO) are proposed for MASs to realize real-time estimation of total disturbances. Then, an active disturbance rejection control (ADRC) method based a consensus control protocol with disturbance compensation is presented for MASs to reduce the impact of total disturbances on consensus control of MASs. Furthermore, the stability and convergence of MASs are strictly proved by the Lyapunov stability method, which indicates that MASs under constant disturbances can realize consensus without state errors, and MASs under time-varying disturbances can realize consensus with state errors, which can be converged to an arbitrary and assigned neighborhood. Finally, the advantages of the NNESO are demonstrated by comparing the convergence speed of the nonlinear convergence function of the NNESO with that of the conventional ESOs, and the effectiveness of the consensus control method for MASs on the basis of ADRC is verified by numeric simulations and actual experiments.
AB - Distributed consensus control problems of multiagent systems (MASs) subject to total disturbances are studied in this article, where all agents communicate over a fixed topology with undirected or directed connections. First, a novel nonlinear fast convergence function and a novel nonlinear extended state observer (NNESO) are proposed for MASs to realize real-time estimation of total disturbances. Then, an active disturbance rejection control (ADRC) method based a consensus control protocol with disturbance compensation is presented for MASs to reduce the impact of total disturbances on consensus control of MASs. Furthermore, the stability and convergence of MASs are strictly proved by the Lyapunov stability method, which indicates that MASs under constant disturbances can realize consensus without state errors, and MASs under time-varying disturbances can realize consensus with state errors, which can be converged to an arbitrary and assigned neighborhood. Finally, the advantages of the NNESO are demonstrated by comparing the convergence speed of the nonlinear convergence function of the NNESO with that of the conventional ESOs, and the effectiveness of the consensus control method for MASs on the basis of ADRC is verified by numeric simulations and actual experiments.
KW - Active disturbance rejection control (ADRC)
KW - consensus
KW - disturbances
KW - multiagent systems (MASs)
KW - nonlinear extended state observer (NESO)
UR - https://www.scopus.com/pages/publications/85196752166
U2 - 10.1109/TMECH.2024.3404343
DO - 10.1109/TMECH.2024.3404343
M3 - 文章
AN - SCOPUS:85196752166
SN - 1083-4435
VL - 30
SP - 634
EP - 644
JO - IEEE/ASME Transactions on Mechatronics
JF - IEEE/ASME Transactions on Mechatronics
IS - 1
ER -