Composite Vector Stochastic Processes Model in the Task of Signals' Recognition
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216275%3A25530%2F16%3A39902190" target="_blank" >RIV/00216275:25530/16:39902190 - isvavai.cz</a>
Result on the web
<a href="http://ieeexplore.ieee.org/document/7477402/" target="_blank" >http://ieeexplore.ieee.org/document/7477402/</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/RADIOELEK.2016.7477402" target="_blank" >10.1109/RADIOELEK.2016.7477402</a>
Alternative languages
Result language
angličtina
Original language name
Composite Vector Stochastic Processes Model in the Task of Signals' Recognition
Original language description
The composite vector stochastic processes model is usable in many signal processing areas. Advantages of the model utilization, in task of electric motors acoustic signals parametric estimations, are shown in this paper. Models' results are compared with the traditional statistical methods for the signal analysis, in the two samples classes recognition task. The expressions for correlation function, autoregressive models' parameters calculation, and parametric power spectral density estimation in autoregressive composite vector stochastic processes representation, are shown in the paper. The proposed method for signals analysis, presented in this paper, enables to obtain information, which is difficult to gain by using traditional methods of statistical analysis.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
JA - Electronics and optoelectronics
OECD FORD branch
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Result continuities
Project
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Continuities
S - Specificky vyzkum na vysokych skolach
Others
Publication year
2016
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Radioelektronika 2016 : conference proceedings
ISBN
978-1-5090-1674-7
ISSN
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e-ISSN
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Number of pages
4
Pages from-to
203-206
Publisher name
IEEE (Institute of Electrical and Electronics Engineers)
Place of publication
New York
Event location
Košice
Event date
Apr 19, 2016
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
000383741100042