Title :
System graph approach to decomposition and decentralised control of LTI interconnected systems
Author :
Abdolmaleki, M. ; Aldeen, M. ; Ahmadi, A.
Author_Institution :
NICTA VRL, Univ. of Melbourne, Melbourne, VIC, Australia
Abstract :
In this paper we use a mesh grid graph representation of general structure LTI systems and introduce an algorithm for full decentralised decomposition of these systems. The algorithm identifies a set of input-output channels that offer strongest combined controllability and observability measures or connectedness. Such decomposition avoids introducing decentralised fixed mode (DFM) and hence ensures existence of stabilisable decentralised output feedback controllers. Once a decentralised decomposition is achieved, we formulate the decentralised controller design as an LMI problem and use existing method to find a feasible solution. A numerical example is given to demonstrate the results of this paper.
Keywords :
control system synthesis; controllability; decentralised control; feedback; graph theory; interconnected systems; linear matrix inequalities; linear systems; observability; stability; DFM; LMI problem; LTI interconnected system; controllability; decentralised controller design; decentralised fixed mode; decentralised output feedback controller stability; general structure LTI system; input-output channels; mesh grid graph representation; observability; system graph approach; Algorithm design and analysis; Controllability; Decentralized control; Matrix decomposition; Observability; Output feedback; controllability; decentralised output feedback controller; decentralized fixed mode (DFM); mesh grid system graph; observability;
Conference_Titel :
Control Automation Robotics & Vision (ICARCV), 2014 13th International Conference on
DOI :
10.1109/ICARCV.2014.7064552