Title :
Discrete time consensus problem using optimal control
Author :
Lee, Jinyoung ; Kim, Jung-Su
Author_Institution :
ASRI, Seoul Nat. Univ., Seoul, South Korea
Abstract :
This paper presents several design methods for consensus algorithm in discrete time formulation. To this end, we investigate a consensus condition and design a consensus algorithm based on the condition first. Second, it is discussed how a robust consensus algorithm can be designed using LQR (linear quadratic regulator). Finally, a constrained consensus problem is introduced and a brief idea tackling the problem is described using MPC (model predictive control).
Keywords :
control system synthesis; discrete time systems; linear quadratic control; optimal control; predictive control; constrained consensus problem; discrete time consensus problem; linear quadratic regulator; model predictive control; optimal control; Algorithm design and analysis; Computer science; Graph theory; Instruments; Optimal control; Predictive control; Predictive models; Robustness; Tree graphs; Uncertainty; Consensus problem; LQR; MPC;
Conference_Titel :
ICCAS-SICE, 2009
Conference_Location :
Fukuoka
Print_ISBN :
978-4-907764-34-0
Electronic_ISBN :
978-4-907764-33-3