Δημοσίευση - Decimative Spectral Estimation with Unconstrained Model Order
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Decimative Spectral Estimation with Unconstrained Model Order

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Έτος: 2012
Συγγραφείς: Ευίτα-Σταυρούλα Φωτεινέα; Ιωάννης Δολόγλου; Στυλιανός Μπακαμίδης; Θεολόγος Αθανασέλης
Περιοδικό: Computational and Mathematical Methods in Medicine
Τόμος: 2012
DOI: 10.1155/2012/917695
Περίληψη:
This paper presents a new state-space method for spectral estimation that performs decimation by any factor, itmakes use of the full set of data and brings further apart the poles under consideration, while imposing almost no constraints to the size of the Hankel matrix (model order), as decimation increases. It is compared against two previously proposed techniques for spectral estimation (along with derived decimative versions), that lie among the most promising methods in the field of spectroscopy, where accuracy of parameter estimation is of utmost importance. Moreover, it is compared against a state-of-the-art purely decimative method proposed in literature. Experiments performed on simulated NMR signals prove the new method to be more robust, especially for low signal-to-noise ratio.
[Bibtex]