Title :
Observability analysis and observer design for finite automata via matrix approach
Author :
Xu Xiangru ; Hong Yiguang
Author_Institution :
Key Lab. of Syst. & Control, Acad. of Math. & Syst. Sci., Beijing, China
Abstract :
This study investigates the observability problem and the observer design of partially observed finite automata via a matrix approach. Using semi-tensor product of matrices, finite automata are modelled in the form of discrete-time bilinear systems. Matrix-form necessary and sufficient conditions for both the initial and current state observability, either with or without input information, are first proposed. Based on that, a constructive method for the observer design is provided.
Keywords :
bilinear systems; discrete time systems; finite automata; matrix algebra; observability; observers; tensors; constructive method; discrete-time bilinear systems; finite automata; matrix approach; observer design; semitensor product; state observability;
Journal_Title :
Control Theory & Applications, IET
DOI :
10.1049/iet-cta.2013.0096