Title :
Upper bound on the dimension of minimal realizations of linear time-invariant dynamical systems
Author :
Roveda, Claudio A. ; Schmid, Roberto M.
Author_Institution :
Politecnico di Milano, Milan, Italy
fDate :
12/1/1970 12:00:00 AM
Abstract :
A linear time-invariant dynamical system described by means of its transfer function matrix is considered, and an upper bound on the dimension of a minimal internal description of the system is computed. This upper bound is also the minimal dimension of a realization having an invariant structure with respect to the coefficients of the transfer-function matrix for a given location of its distinct poles. Finally, a simple algorithm is proposed for constructing a realization having dimension equal to that upper bound.
Keywords :
Linear systems, time-invariant continuous-time; Minimal realizations; Helium; Kalman filters; Optimization methods; Transfer functions; Upper bound; Vectors;
Journal_Title :
Automatic Control, IEEE Transactions on
DOI :
10.1109/TAC.1970.1099596