Title :
Homothetic tube MPC for constrained linear difference inclusions
Author :
Rakovic, S.V. ; Qifeng Cheng
Author_Institution :
Oxford Univ., Oxford, UK
Abstract :
The paper considers robust model predictive control (MPC) for constrained linear difference inclusions. In particular, the recent homothetic tube MPC (HTMPC) synthesis is generalized to obtain a robust MPC synthesis for constrained linear discrete time systems subject to both the multiplicative and additive uncertainty. Under natural assumptions, the proposed method induces strong system theoretic properties. The on-line optimization necessary for the implementation of the developed framework is computationally practicable, and its complexity is marginally increased compared to those associated with the existing TMPC.
Keywords :
control system synthesis; discrete time systems; linear systems; optimisation; predictive control; robust control; HTMPC synthesis; additive uncertainty; constrained linear difference inclusions; constrained linear discrete time systems; homothetic tube MPC synthesis; multiplicative uncertainty; on-line optimization; robust model predictive control; Additives; Cost function; Electron tubes; Robustness; Shape; Uncertainty; Additive Uncertainty; Constrained Systems; Multiplicative Uncertainty; Tube Model Predictive Control;
Conference_Titel :
Control and Decision Conference (CCDC), 2013 25th Chinese
Conference_Location :
Guiyang
Print_ISBN :
978-1-4673-5533-9
DOI :
10.1109/CCDC.2013.6561023