Title :
Synthesis of correct-by-construction control protocols for hybrid systems using partial state information
Author :
Mickelin, Oscar ; Ozay, Necmiye ; Murray, Richard M.
Author_Institution :
R. Inst. of Technol. (KTH), Stockholm, Sweden
Abstract :
This paper considers the problem of synthesizing output-feedback control laws for a class of discrete-time hybrid systems in order for the trajectories of the system to satisfy certain high-level specifications expressed in linear temporal logic. By leveraging ideas from robust interpretation of temporal logic formulas and bounded-error estimation, we identify a subclass of systems for which it is possible to reduce the problem to a state-feedback form. In particular, we use locally superstable hybrid observers to resolve the partial information at the continuous level. This allows us to use recent results in temporal logic planning to synthesize the desired controllers based on two-player perfect-information games. The overall control architecture consists of a hybrid observer, a high-level switching protocol and a low-level continuous controller. We demonstrate the proposed framework in a case study on designing control protocols for an aircraft air management system.
Keywords :
continuous systems; control system synthesis; discrete time systems; game theory; observers; state feedback; temporal logic; bounded-error estimation; control protocol design; control synthesis; correct-by-construction control protocols; discrete-time hybrid systems; high-level specifications; high-level switching protocol; hybrid observer; linear temporal logic; locally superstable hybrid observers; low-level continuous controller; output-feedback control laws; partial state information; state feedback form; temporal logic formula; temporal logic planning; two-player perfect-information games; Estimation error; Observers; Protocols; Robustness; Temperature control; Trajectory; Aerospace; Hierarchical control; Hybrid systems;
Conference_Titel :
American Control Conference (ACC), 2014
Conference_Location :
Portland, OR
Print_ISBN :
978-1-4799-3272-6
DOI :
10.1109/ACC.2014.6859229