Frequency domain subispace-based identification of discrete-time power spectra from nonuniformly spaced measurements
AUTOMATICA, cilt.40, sa.8, ss.1333-1347, 2004 (SCI-Expanded, Scopus)
- Yayın Türü: Makale / Tam Makale
- Cilt numarası: 40 Sayı: 8
- Basım Tarihi: 2004
- Doi Numarası: 10.1016/j.automatica.2004.03.010
- Dergi Adı: AUTOMATICA
- Derginin Tarandığı İndeksler: Science Citation Index Expanded (SCI-EXPANDED), Scopus
- Sayfa Sayıları: ss.1333-1347
- Anahtar Kelimeler: system identification, power spectrum, subspace methods, state-space models, nonuniformly spaced measurements, shape filter, SYSTEM-IDENTIFICATION, MULTIVARIABLE SYSTEMS, CANONICAL-FORMS, RESPONSE DATA, MODELS
- Anadolu Üniversitesi Adresli: Hayır
Özet
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. (C) 2004 Elsevier Ltd. All rights reserved.