TY - GEN
T1 - Adaptive iterative learning control for nonlinear multi-agent systems consensus output tracking with actuator faults
AU - Jin, Xu
PY - 2016/7/28
Y1 - 2016/7/28
N2 - In this work, we present a new distributed adaptive iterative learning control (AILC) scheme for a class of high-order nonlinear multi-agent systems (MAS) under alignment condition with both parametric and nonparametric system uncertainties, where the actuators may be faulty and the control input gain functions are not fully known. Nonparametric uncertainties such as norm-bounded nonlinear uncertainties can be effectively handled. Backstepping design with the composite energy function (CEF) structure is used in the discussion. Through rigorous analysis, we show that under this new AILC scheme, uniform convergence of agents output tracking error over the iteration domain is guaranteed. In the end, an illustrative example is presented to demonstrate the efficacy of the proposed AILC scheme.
AB - In this work, we present a new distributed adaptive iterative learning control (AILC) scheme for a class of high-order nonlinear multi-agent systems (MAS) under alignment condition with both parametric and nonparametric system uncertainties, where the actuators may be faulty and the control input gain functions are not fully known. Nonparametric uncertainties such as norm-bounded nonlinear uncertainties can be effectively handled. Backstepping design with the composite energy function (CEF) structure is used in the discussion. Through rigorous analysis, we show that under this new AILC scheme, uniform convergence of agents output tracking error over the iteration domain is guaranteed. In the end, an illustrative example is presented to demonstrate the efficacy of the proposed AILC scheme.
UR - http://www.scopus.com/inward/record.url?scp=84992111327&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84992111327&partnerID=8YFLogxK
U2 - 10.1109/ACC.2016.7525089
DO - 10.1109/ACC.2016.7525089
M3 - Conference contribution
AN - SCOPUS:84992111327
T3 - Proceedings of the American Control Conference
SP - 1253
EP - 1258
BT - 2016 American Control Conference, ACC 2016
T2 - 2016 American Control Conference, ACC 2016
Y2 - 6 July 2016 through 8 July 2016
ER -