Abstract
| Original language | English |
|---|---|
| Title of host publication | IEEE Instrumentation and Measurement Technology Conference |
| Publisher | Institute of Electrical and Electronic Engineers IEEE |
| Pages | 315-318 |
| ISBN (Print) | 0-87942-579-2 |
| DOIs | |
| Publication status | Published - 1991 |
| MoE publication type | A4 Article in a conference publication |
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Utilizing multivariate autoregressive model to reveal internal dependences in multichannel measurement data. / Suoranta, Risto; Rantala, Seppo.
IEEE Instrumentation and Measurement Technology Conference. Institute of Electrical and Electronic Engineers IEEE, 1991. p. 315-318.Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
TY - GEN
T1 - Utilizing multivariate autoregressive model to reveal internal dependences in multichannel measurement data
AU - Suoranta, Risto
AU - Rantala, Seppo
PY - 1991
Y1 - 1991
N2 - A method based on the estimation of the multivariate autoregressive model (MAR-model) is introduced to analyze multichannel data. Because the MAR-model is a black-box model and can describe systems with feedback-loops, it table for the analysis of complex closed-loop multivariate systems. The authors identify the MAR-model and, based on the model, decompose the multichannel spectral matrix. The proposed method offers a new possibility to analyze systems of which there is no exact prior knowledge of internal structures.
AB - A method based on the estimation of the multivariate autoregressive model (MAR-model) is introduced to analyze multichannel data. Because the MAR-model is a black-box model and can describe systems with feedback-loops, it table for the analysis of complex closed-loop multivariate systems. The authors identify the MAR-model and, based on the model, decompose the multichannel spectral matrix. The proposed method offers a new possibility to analyze systems of which there is no exact prior knowledge of internal structures.
U2 - 10.1109/IMTC.1991.161603
DO - 10.1109/IMTC.1991.161603
M3 - Conference article in proceedings
SN - 0-87942-579-2
SP - 315
EP - 318
BT - IEEE Instrumentation and Measurement Technology Conference
PB - Institute of Electrical and Electronic Engineers IEEE
ER -