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Authors: Juan José González de la Rosa 1 ; África Luque 1 ; Carlos G. Puntonet 2 ; J. M. Górriz 2 and Antonio Moreno Muñoz 3

Affiliations: 1 Univ. Cádiz, Spain ; 2 Univ. Granada, Spain ; 3 Univ. Córdoba, Spain

Keyword(s): Higher-Order statistics, Signal processing, Transient Characterization, Power-Quality.

Related Ontology Subjects/Areas/Topics: Multimedia ; Multimedia Signal Processing ; Neural Networks, Spiking Systems, Genetic Algorithms and Fuzzy Logic ; Telecommunications

Abstract: In this paper we perform a practical review on higher-order statistics interpretation. Concretely we focuss on an unbiased estimate of the 4th-order time-domain cumulants. Some synthetics involving classical noise processes are characterized using this unbiased estimate, with the goal of checking its performance and to provide the scientific community with another result, dealing with the interpretation of this signal processing tool. A real-life practical example is presented in the field of electrical power quality event analysis. The work also aims to present a set of general advice in order to save memory and gain speed in a real signal processing frame, dealing with non-stationary processes.

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Paper citation in several formats:
José González de la Rosa, J.; Luque, Á.; G. Puntonet, C.; M. Górriz, J. and Moreno Muñoz, A. (2007). HIGHER-ORDER STATISTICS INTERPRETATION. APPLICATION TO POWER-QUALITY CHARACTERIZATION. In Proceedings of the Second International Conference on Signal Processing and Multimedia Applications (ICETE 2007) - SIGMAP; ISBN 978-989-8111-13-5, SciTePress, pages 72-78. DOI: 10.5220/0002136100720078

@conference{sigmap07,
author={Juan {José González de la Rosa}. and África Luque. and Carlos {G. Puntonet}. and J. {M. Górriz}. and Antonio {Moreno Muñoz}.},
title={HIGHER-ORDER STATISTICS INTERPRETATION. APPLICATION TO POWER-QUALITY CHARACTERIZATION},
booktitle={Proceedings of the Second International Conference on Signal Processing and Multimedia Applications (ICETE 2007) - SIGMAP},
year={2007},
pages={72-78},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002136100720078},
isbn={978-989-8111-13-5},
}

TY - CONF

JO - Proceedings of the Second International Conference on Signal Processing and Multimedia Applications (ICETE 2007) - SIGMAP
TI - HIGHER-ORDER STATISTICS INTERPRETATION. APPLICATION TO POWER-QUALITY CHARACTERIZATION
SN - 978-989-8111-13-5
AU - José González de la Rosa, J.
AU - Luque, Á.
AU - G. Puntonet, C.
AU - M. Górriz, J.
AU - Moreno Muñoz, A.
PY - 2007
SP - 72
EP - 78
DO - 10.5220/0002136100720078
PB - SciTePress

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