A Minimal Realization Technique for the Dynamical Structure Function of a Class of LTI Systems
File(s)IEEE_TCNS_2015.pdf (1.15 MB)
Accepted version
Author(s)
Type
Journal Article
Abstract
The dynamical structure function of a linear time invariant (LTI) system reveals causal dependencies among manifest variables without specifying any particular relationships among the unmeasured states of the system. As such, it is a useful representation for complex networks where a coarse description of global system structure is desired without detailing the intricacies of a full state realization. In this paper, we consider the problem of finding a minimal state realization for a given dynamical structure function. Interestingly, some dynamical structure functions require uncontrollable modes in their state realizations to deliver the desired input-output behavior while respecting a specified system structure. As a result, the minimal order necessary to realize a particular dynamical structure function may be greater than that necessary to realize its associated transfer function. Although finding a minimal realization for a given dynamical structure function is difficult in general, we present a straightforward procedure here that works for a simplified class of systems.
Date Issued
2015-11-05
Date Acceptance
2015-09-15
Citation
IEEE TRANSACTIONS ON CONTROL OF NETWORK SYSTEMS, 2015, 4 (2), pp.301-311
ISSN
2325-5870
Publisher
IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
Start Page
301
End Page
311
Journal / Book Title
IEEE TRANSACTIONS ON CONTROL OF NETWORK SYSTEMS
Volume
4
Issue
2
Copyright Statement
© 2015 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.
Identifier
http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000404065000016&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=1ba7043ffcc86c417c072aa74d649202
Subjects
Science & Technology
Technology
Computer Science, Information Systems
Computer Science
Linear systems
minimal realization theory
systems biology
Publication Status
Published