PARAMETRIC ESTIMATION OF SINUSOIDS IN NOISE - A comparison between parametric approaches and the definition of a regularized Smyth  algorithm

Aldo Balestrino; Andrea Caiti; Roberto Mati

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Paper

PARAMETRIC ESTIMATION OF SINUSOIDS IN NOISE - A comparison between parametric approaches and the definition of a regularized Smyth algorithm

Topics: Signal Reconstruction

In Proceedings of the First International Conference on Informatics in Control, Automation and Robotics - Volume 3: ICINCO, 301-306, 2004 , Setúbal, Portugal

Authors: Aldo Balestrino ; Andrea Caiti and Roberto Mati

Affiliation: University of Pisa, Italy

Keyword(s): Estimation, sinusoids, signals, parametric algorithms

Related Ontology Subjects/Areas/Topics: Informatics in Control, Automation and Robotics ; Signal Processing, Sensors, Systems Modeling and Control ; Signal Reconstruction

Abstract: A comparison between well-established parametric algorithms and the more recent Smyth algorithm for estimation of sinusoidal signals in white noise is presented. The comparison is performed through a pseudo-Monte Carlo analysis on simulated data. The results obtained show that Smyth algorithm has a slightly better performance at large Signal-to Noise Ratios. However, when the SNR drops down, the performance of the Smyth algorithm dramatically decreases. A better performance with respect to both ESPRIT and Smyth algorithms at low SNR can be obtained by a regularized filtering procedure on the data.

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Paper citation in several formats:

Balestrino, A.; Caiti, A. and Mati, R. (2004). PARAMETRIC ESTIMATION OF SINUSOIDS IN NOISE - A comparison between parametric approaches and the definition of a regularized Smyth algorithm. In Proceedings of the First International Conference on Informatics in Control, Automation and Robotics - Volume 3: ICINCO; ISBN 972-8865-12-0; ISSN 2184-2809, SciTePress, pages 301-306. DOI: 10.5220/0001128103010306

@conference{icinco04,
author={Aldo Balestrino. and Andrea Caiti. and Roberto Mati.},
title={PARAMETRIC ESTIMATION OF SINUSOIDS IN NOISE - A comparison between parametric approaches and the definition of a regularized Smyth algorithm},
booktitle={Proceedings of the First International Conference on Informatics in Control, Automation and Robotics - Volume 3: ICINCO},
year={2004},
pages={301-306},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001128103010306},
isbn={972-8865-12-0},
issn={2184-2809},
}

TY - CONF

JO - Proceedings of the First International Conference on Informatics in Control, Automation and Robotics - Volume 3: ICINCO
TI - PARAMETRIC ESTIMATION OF SINUSOIDS IN NOISE - A comparison between parametric approaches and the definition of a regularized Smyth algorithm
SN - 972-8865-12-0
IS - 2184-2809
AU - Balestrino, A.
AU - Caiti, A.
AU - Mati, R.
PY - 2004
SP - 301
EP - 306
DO - 10.5220/0001128103010306
PB - SciTePress