TY - JOUR
T1 - Human-in-the-loop lag output consensus and lag H∞ output consensus for second-order multiagent systems with nonlinear dynamics
AU - Ling, Kun
AU - Wang, Jin Liang
AU - Ren, Shun Yan
N1 - Publisher Copyright:
© 2026 International Association for Mathematics and Computers in Simulation (IMACS).
PY - 2026/9
Y1 - 2026/9
N2 - Virtual leader method is utilized to address the human-in-the-loop (HiTL) lag output consensus for second-order nonlinear multiagent systems (MASs) with and without exogenous interferences. In this paper, the virtual leader model contains control input, which is not available to all followers and determined by human. By leveraging inequality techniques and selecting suitable adaptive control strategy, a lag output consensus condition is established for the concerned MAS. Moreover, an adaptive control protocol with communication delay is devised for guaranteeing the lag output consensus of the MAS. Furthermore, these obtained results are further extended to the situation where exogenous interferences appear in the MAS. Finally, the performances of these presented adaptive control strategies are demonstrated via numerical examples.
AB - Virtual leader method is utilized to address the human-in-the-loop (HiTL) lag output consensus for second-order nonlinear multiagent systems (MASs) with and without exogenous interferences. In this paper, the virtual leader model contains control input, which is not available to all followers and determined by human. By leveraging inequality techniques and selecting suitable adaptive control strategy, a lag output consensus condition is established for the concerned MAS. Moreover, an adaptive control protocol with communication delay is devised for guaranteeing the lag output consensus of the MAS. Furthermore, these obtained results are further extended to the situation where exogenous interferences appear in the MAS. Finally, the performances of these presented adaptive control strategies are demonstrated via numerical examples.
KW - Communication delay
KW - Human-in-the-loop (HiTL)
KW - Lag output consensus
KW - Lag ℋ output consensus
KW - Multiagent systems (MASs)
UR - https://www.scopus.com/pages/publications/105034684945
U2 - 10.1016/j.matcom.2026.03.036
DO - 10.1016/j.matcom.2026.03.036
M3 - 文章
AN - SCOPUS:105034684945
SN - 0378-4754
VL - 247
SP - 689
EP - 704
JO - Mathematics and Computers in Simulation
JF - Mathematics and Computers in Simulation
ER -