SUNSPOT SERIES PREDICTION USING ADAPTIVE IDENTIFICATION

Juan A. Gómez Pulido; Miguel A. Vega Rodríguez; José Mª Granado Criado; Juan M. Sánchez Pérez

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Paper

SUNSPOT SERIES PREDICTION USING ADAPTIVE IDENTIFICATION

Topics: Time Series and System Modeling

In Proceedings of the Second International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO, 224-228, 2005 , Barcelona, Spain

Authors: Juan A. Gómez Pulido ; Miguel A. Vega Rodríguez ; José Mª Granado Criado and Juan M. Sánchez Pérez

Affiliation: University of Extremadura, Spain

Keyword(s): System Identification. Prediction. Solar series. Parallelism.

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

Abstract: In this paper a parallel and adaptive methodology for optimizing the time series prediction using System Identification is shown. In order to validate this methodology, a set of time series based on the sun activity measured during the 20th century have been used. The prediction precision for short and long term improves with this technique when it is compared with the found results using System Identification with classical values for the main parameters.

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Paper citation in several formats:

A. Gómez Pulido, J.; A. Vega Rodríguez, M.; Mª Granado Criado, J. and M. Sánchez Pérez, J. (2005). SUNSPOT SERIES PREDICTION USING ADAPTIVE IDENTIFICATION. In Proceedings of the Second International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO; ISBN 972-8865-31-7; ISSN 2184-2809, SciTePress, pages 224-228. DOI: 10.5220/0001166202240228

@conference{icinco05,
author={Juan {A. Gómez Pulido}. and Miguel {A. Vega Rodríguez}. and José {Mª Granado Criado}. and Juan {M. Sánchez Pérez}.},
title={SUNSPOT SERIES PREDICTION USING ADAPTIVE IDENTIFICATION},
booktitle={Proceedings of the Second International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO},
year={2005},
pages={224-228},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001166202240228},
isbn={972-8865-31-7},
issn={2184-2809},
}

TY - CONF

JO - Proceedings of the Second International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO
TI - SUNSPOT SERIES PREDICTION USING ADAPTIVE IDENTIFICATION
SN - 972-8865-31-7
IS - 2184-2809
AU - A. Gómez Pulido, J.
AU - A. Vega Rodríguez, M.
AU - Mª Granado Criado, J.
AU - M. Sánchez Pérez, J.
PY - 2005
SP - 224
EP - 228
DO - 10.5220/0001166202240228
PB - SciTePress