Title :
Spectral factorization and stochastic realization with zeros on the unit circle
Author :
Ferrante, Augusto ; Picci, Giorgio ; Pinzoni, Stefano
Author_Institution :
Dipt. di Ingegneria dell´´Informazione, Padova Univ., Italy
Abstract :
We study the spectral factorization problem of a rational m×m spectral density matrix Φ(z) = Φ(z-1)T which has zeros on the unit circle. In the control/estimation literature this situation is either excluded by assuming appropriate stabilizability and detectability conditions or is discussed only partially. Here we provide what seems to be a complete solution, at least in the full-rank case.
Keywords :
matrix decomposition; poles and zeros; stability; stochastic processes; detectability conditions; spectral density matrix; spectral factorization; stabilizability; stochastic realization; unit circle; Eigenvalues and eigenfunctions; Estimation theory; H infinity control; Linear systems; Matrix decomposition; Riccati equations; Spectral analysis; Stochastic processes; Symmetric matrices; White noise;
Conference_Titel :
Decision and Control, 2003. Proceedings. 42nd IEEE Conference on
Print_ISBN :
0-7803-7924-1
DOI :
10.1109/CDC.2003.1272805