Institute of Information Theory and Automation

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Bibliography

Conference Paper (international conference)

Evaluation of Sensor Signal Health Using Model with Uniform Noise

Pavelková Lenka, Jirsa Ladislav

: Proceedings of the 11th International Conference on Informatics in Control, Automation and Robotics, p. 671-677 , Eds: Filipe Joaquim, Gusikhin Oleg, Madani  Kurosh, Sasiadek Jurek

: 11th International Conference on Informatics in Control, Automation and Robotics - ICINCO 2014, (Vien, AT, 01.09.2014-03.09.2014)

: 7D12004, GA MŠk

: Sensor Signal Condition, Binomial Opinion, Uniform Noise

: http://library.utia.cas.cz/separaty/2014/AS/pavelkova-0431244.pdf

(eng): 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.

: BC

2019-01-07 08:39