Evaluation of Sensor Signal Health Using Model with Uniform Noise

Lenka Pavelkova, Ladislav Jirsa

2014

Abstract

The paper proposes a method for evaluating a condition of a noisy sensor signal. The presented algorithm provides a binomial opinion on the sensor signal health including uncertainty by considering (i) user given bounds and (ii) measurement uncertainty. The obtained results can be utilised directly for a single sensor or in a hierarchical structure describing an industrial system of interest where sensors comprise one of the basic building block. There, each block provides a binomial opinion about its health including uncertainty. These opinions are combined using the rules of probabilistic logic so that a single opinion on the health of the whole monitored system is obtained.

Paper Citation

in Harvard Style

Pavelkova L. and Jirsa L. (2014). Evaluation of Sensor Signal Health Using Model with Uniform Noise . In Proceedings of the 11th International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO, ISBN 978-989-758-039-0, pages 671-677. DOI: 10.5220/0005044506710677

in Bibtex Style

@conference{icinco14,
author={Lenka Pavelkova and Ladislav Jirsa},
title={Evaluation of Sensor Signal Health Using Model with Uniform Noise},
booktitle={Proceedings of the 11th International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO,},
year={2014},
pages={671-677},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005044506710677},
isbn={978-989-758-039-0},
}

in EndNote Style

TY - CONF
JO - Proceedings of the 11th International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO,
TI - Evaluation of Sensor Signal Health Using Model with Uniform Noise
SN - 978-989-758-039-0
AU - Pavelkova L.
AU - Jirsa L.
PY - 2014
SP - 671
EP - 677
DO - 10.5220/0005044506710677