Title :
Observability of discrete event dynamic systems
Author :
Özveren, Cuneyt M. ; Willsky, Alan S.
Author_Institution :
Lab. for Inf. & Decision Syst., MIT, Cambridge, MA, USA
fDate :
7/1/1990 12:00:00 AM
Abstract :
A finite state automaton is adopted as a model for discrete event dynamic systems (DEDS). Observations are assumed to be a subset of the event alphabet. Observability is defined as having perfect knowledge of the current state at points in time separated by bounded numbers of transitions. A polynomial test for observability is given. It is shown that an observer may be constructed and implemented in polynomial time and space. A bound on the cardinality of the observer state space is also presented. A notion of resiliency is defined for observers, and a test for resilient observability and a procedure for the construction of a resilient observer are presented
Keywords :
automata theory; discrete time systems; observability; state estimation; state-space methods; discrete event dynamic systems; finite state automaton; model; observability; observer; polynomial test; state space; Automata; Communication system control; Communication systems; Control systems; Large-scale systems; Manufacturing; Observability; Polynomials; State-space methods; Testing;
Journal_Title :
Automatic Control, IEEE Transactions on