POLYNOMIAL ESTIMATION OF SIGNALS FROM UNCERTAIN OBSERVATIONS USING COVARIANCE INFORMATION

S. Nakamori; R. Caballero-Águila; A. Hermoso-Carazo; J. Linares-Pérez

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Paper

POLYNOMIAL ESTIMATION OF SIGNALS FROM UNCERTAIN OBSERVATIONS USING COVARIANCE INFORMATION

Topics: Signal Reconstruction; Time Series and System Modeling

In Proceedings of the First International Conference on Informatics in Control, Automation and Robotics - Volume 3: ICINCO, 307-311, 2004 , Setúbal, Portugal

Authors: S. Nakamori ¹ ; R. Caballero-Águila ² ; A. Hermoso-Carazo ³ and J. Linares-Pérez ³

Affiliations: ¹ Faculty of Education, Kagoshima University, Japan ; ² Universidad de Jaén, Japan ; ³ Universidad de Granada, Japan

Keyword(s): Uncertain observations, polynomial estimation, covariance information.

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

Abstract: The least-squares νth-order polynomial filtering and fixed-point smoothing problems of uncertainly observed signals are considered. The proposed estimators do not require the knowledge of the state-space model generating the signal, but only the moments (up to the 2νth one) of the signal and the observation noise, as well as the probability that the signal exists in the observations.

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Paper citation in several formats:

Nakamori, S.; Caballero-Águila, R.; Hermoso-Carazo, A. and Linares-Pérez, J. (2004). POLYNOMIAL ESTIMATION OF SIGNALS FROM UNCERTAIN OBSERVATIONS USING COVARIANCE INFORMATION. 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 307-311. DOI: 10.5220/0001126903070311

@conference{icinco04,
author={S. Nakamori. and R. Caballero{-}Águila. and A. Hermoso{-}Carazo. and J. Linares{-}Pérez.},
title={POLYNOMIAL ESTIMATION OF SIGNALS FROM UNCERTAIN OBSERVATIONS USING COVARIANCE INFORMATION},
booktitle={Proceedings of the First International Conference on Informatics in Control, Automation and Robotics - Volume 3: ICINCO},
year={2004},
pages={307-311},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001126903070311},
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 - POLYNOMIAL ESTIMATION OF SIGNALS FROM UNCERTAIN OBSERVATIONS USING COVARIANCE INFORMATION
SN - 972-8865-12-0
IS - 2184-2809
AU - Nakamori, S.
AU - Caballero-Águila, R.
AU - Hermoso-Carazo, A.
AU - Linares-Pérez, J.
PY - 2004
SP - 307
EP - 311
DO - 10.5220/0001126903070311
PB - SciTePress