This work is positioned within the new field of quantum probability theory and its application to the reliability analysis of wireless telecommunication networks. Specifically, we present the development of a Quantum Bayesian Network (QBN) for calculating the reliability of a 5G wireless telecommunication network. The qualitative comparison with a classical Bayesian Network model allows highlighting the role of interferences in the calculation of the reliability of a complex system such as a wireless telecommunication network.

Quantum reliability analysis of a wireless telecommunication network

Zio E.
2023-01-01

Abstract

This work is positioned within the new field of quantum probability theory and its application to the reliability analysis of wireless telecommunication networks. Specifically, we present the development of a Quantum Bayesian Network (QBN) for calculating the reliability of a 5G wireless telecommunication network. The qualitative comparison with a classical Bayesian Network model allows highlighting the role of interferences in the calculation of the reliability of a complex system such as a wireless telecommunication network.
2023
Bayesian network
quantum probability
Reliability
wireless telecommunication network
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11311/1260325
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