Title :
Cooperative Constrained Control of Distributed Agents With Nonlinear Dynamics and Delayed Information Exchange: A Stabilizing Receding-Horizon Approach
Author :
Franco, Elisa ; Magni, Lalo ; Parisini, Thomas ; Polycarpou, Marios M. ; Raimondo, Davide M.
Author_Institution :
Dept. of Control & Dynamical Syst., California Inst. of Technol., Pasadena, CA
Abstract :
This paper addresses the problem of cooperative control of a team of distributed agents with decoupled nonlinear discrete-time dynamics, which operate in a common environment and exchange-delayed information between them. Each agent is assumed to evolve in discrete-time, based on locally computed control laws, which are computed by exchanging delayed state information with a subset of neighboring agents. The cooperative control problem is formulated in a receding-horizon framework, where the control laws depend on the local state variables (feedback action) and on delayed information gathered from cooperating neighboring agents (feedforward action). A rigorous stability analysis exploiting the input-to-state stability properties of the receding-horizon local control laws is carried out. The stability of the team of agents is then proved by utilizing small-gain theorem results.
Keywords :
control system synthesis; delays; multi-agent systems; nonlinear dynamical systems; predictive control; stability; cooperative constrained control; delayed information exchange; distributed agent; nonlinear dynamics; receding-horizon approach; stability analysis; Centralized control; Control system synthesis; Control systems; Cost function; Delay; Distributed control; Large-scale systems; Nonlinear control systems; Sensor systems and applications; Stability analysis; Constrained systems; cooperative control; model predictive control; nonlinear systems; receding-horizon control;
Journal_Title :
Automatic Control, IEEE Transactions on
DOI :
10.1109/TAC.2007.914956