A behavioral approach to the pole structure of one-dimensional and multidimensional linear systems

Citation
J. Wood et al., A behavioral approach to the pole structure of one-dimensional and multidimensional linear systems, SIAM J CON, 38(2), 2000, pp. 627-661
Citations number
46
Categorie Soggetti
Mathematics,"Engineering Mathematics
Journal title
SIAM JOURNAL ON CONTROL AND OPTIMIZATION
ISSN journal
03630129 → ACNP
Volume
38
Issue
2
Year of publication
2000
Pages
627 - 661
Database
ISI
SICI code
0363-0129(20000202)38:2<627:ABATTP>2.0.ZU;2-P
Abstract
We use the tools of behavioral theory and commutative algebra to produce a new definition of a (finite) pole of a linear system. This definition agree s with the classical one and allows a direct dynamical interpretation. It a lso generalizes immediately to the case of a multidimensional (nD) system. We make a natural division of the poles into controllable and uncontrollabl e poles. When the behavior in question has latent variables, we make a furt her division into observable and unobservable poles. In the case of a one-d imensional (1D) state-space model, the uncontrollable and unobservable pole s correspond, respectively, to the input and output decoupling zeros, where as the observable controllable poles are the transmission poles. Most of these definitions can be interpreted dynamically in both the 1D and nD cases, and some can be connected to properties of kernel representation s. We also examine the connections between poles, transfer matrices, and th eir left and right matrix fraction descriptions (MFDs). We find behavioral results which correspond to the concepts that a controllable system is prec isely one with no input decoupling zeros and an observable system is precis ely one with no output decoupling zeros. We produce a decomposition of a be havior as the sum of subbehaviors associated with various poles. This is re lated to the integral representation theorem, which describes every system trajectory as a sum of integrals of polynomial exponential trajectories.