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Algebraic Structure of Linear Dynamical Systems. III. Realization Theory Over a Commutative Ring
Y Rouchaleau1, B F Wyman, R E Kalman
1Center for Mathematical System Theory, Department of Mathematics, University of Florida, Gainesville, Fla. 32601.
Summary
Realization theory for linear dynamical systems is extended to commutative rings. The finite realization existence criterion remains unchanged from fields to Noetherian integral domains, broadening applicability.
Area of Science:
- Control Theory
- Abstract Algebra
- Systems Theory
Background:
- Linear dynamical systems are fundamental in control theory and signal processing.
- Realization theory, focused on constructing system models from input-output data, was previously limited to fields.
- Extending these concepts to more general algebraic structures is crucial for broader applications.
Purpose of the Study:
- To generalize the realization theory of linear dynamical systems.
- To investigate the applicability of existing realization criteria in a wider algebraic context.
- To establish the conditions under which finite realizations exist over commutative rings.
Main Methods:
- The study extends established realization theory techniques.
- It applies these methods to linear dynamical systems defined over commutative rings.
- The core methodology involves analyzing the structure of systems over Noetherian integral domains.
Main Results:
- The theory of linear dynamical systems realization is successfully extended to a broad class of commutative rings.
- A key finding is that the existence criterion for a finite realization is invariant.
- This criterion holds without modification when transitioning from fields to Noetherian integral domains.
Conclusions:
- The generalization of realization theory to commutative rings is achieved.
- The invariance of the finite realization existence criterion simplifies theoretical analysis.
- This work expands the scope of realization theory, enabling its application in more abstract algebraic settings.