Title :
Distributed LQR Design for Identical Dynamically Decoupled Systems
Author :
Borrelli, Francesco ; Keviczky, Tamás
Author_Institution :
Dept. of Mech. Eng., Univ. of California, Berkeley, CA
Abstract :
We consider a set of identical decoupled dynamical systems and a control problem where the performance index couples the behavior of the systems. The coupling is described through a communication graph where each system is a node and the control action at each node is only function of its state and the states of its neighbors. A distributed control design method is presented which requires the solution of a single linear quadratic regulator (LQR) problem. The size of the LQR problem is equal to the maximum vertex degree of the communication graph plus one. The design procedure proposed in this paper illustrates how stability of the large-scale system is related to the robustness of local controllers and the spectrum of a matrix representing the desired sparsity pattern of the distributed controller design problem.
Keywords :
control system synthesis; distributed control; graph theory; large-scale systems; linear quadratic control; linear systems; performance index; robust control; communication graph; distributed LQR design; distributed control design; distributed controller design problem; identical dynamically decoupled systems; large-scale system; linear quadratic regulator problem; performance index couples; stability; Communication system control; Control systems; Design methodology; Distributed computing; Distributed control; Optimal control; Performance analysis; Regulators; Robust stability; Stability analysis; Distributed control; linear quadratic regulator (LQR); network control systems; optimal control;
Journal_Title :
Automatic Control, IEEE Transactions on
DOI :
10.1109/TAC.2008.925826