DocumentCode
434678
Title
Frequency domain subspace-based identification of discrete-time power spectra from nonuniformly spaced measurements
Author
Akçay, Hüseyin ; Türkay, Semiha
Author_Institution
Dept. of Electr. & Electron. Eng., Anadolu Univ., Eskisehir, Turkey
Volume
1
fYear
2004
fDate
17-17 Dec. 2004
Firstpage
851
Abstract
In this paper, we present a new subspace based algorithm for the identification of multi-input/multi-output, square, discrete-time, linear-time invariant systems from nonuniformly spaced power spectrum measurements. The algorithm is strongly consistent and it is illustrated with one practical example that solves a stochastic road modeling problem.
Keywords
MIMO systems; discrete time systems; frequency-domain analysis; identification; discrete-time power spectra; discrete-time system; frequency domain subspace-based identification; linear-time invariant system; multi-input multi-output system; nonuniformly spaced measurement; stochastic road modeling problem; Convergence; Frequency domain analysis; Frequency measurement; Nonlinear filters; Power measurement; Power system modeling; Roads; Stochastic resonance; Transfer functions; White noise;
fLanguage
English
Publisher
ieee
Conference_Titel
Decision and Control, 2004. CDC. 43rd IEEE Conference on
Conference_Location
Nassau
ISSN
0191-2216
Print_ISBN
0-7803-8682-5
Type
conf
DOI
10.1109/CDC.2004.1428784
Filename
1428784
Link To Document