Probabilistic stability of traffic load balancing on wireless complex networks

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dc.contributor.authorMoutsinas, Giannis
dc.contributor.authorGuo, Weisi
dc.date.accessioned2020-09-08T16:31:51Z
dc.date.available2020-09-08T16:31:51Z
dc.date.issued2019-12-12
dc.description.abstractLoad balancing between adjacent base stations (BSs) is important for balancing load distributions and improving service provisioning. While load balancing between any given pair of BSs is beneficial, cascade load sharing can cause network-level instability that is hard to predict. The relationship between each BS's load balancing dynamics and the network topology is not understood. In this seminal work on stability analysis, we consider a frequency reuse network with no interference, whereby load balancing dynamics does not perturb the individual cells' capacity. Our novelty is to show an exact analytical and also a probabilistic relationship for stability, relating generalized local load balancing dynamics with a generalized network topology, as well as the uncertainty we have in load balancing parameters due to noisy channel or network sensing. We prove that the stability analysis is valid for any generalized load balancing dynamics and topological cell deployment, and we believe this general relationship can inform the joint design of both the load balancing dynamics and the neighbor list of the network. The probabilistic framework provides uncertainty quantification and stability prediction for Digital Twins of wireless infrastructureen_UK
dc.identifier.citationMoutsinas G, Guo W. (2020) Probabilistic stability of traffic load balancing on wireless complex networks. IEEE Systems Journal, Volume 14, Issue 2, June 2020, pp. 2551-2556en_UK
dc.identifier.issn1932-8184
dc.identifier.urihttps://doi.org/10.1109/JSYST.2019.2956060
dc.identifier.urihttps://dspace.lib.cranfield.ac.uk/handle/1826/15774
dc.language.isoenen_UK
dc.publisherIEEEen_UK
dc.rightsAttribution-NonCommercial 4.0 International*
dc.rights.urihttp://creativecommons.org/licenses/by-nc/4.0/*
dc.subjectwireless networksen_UK
dc.subjectuncertainty quantificationen_UK
dc.subjectComplex networken_UK
dc.subjectstabilityen_UK
dc.subjectreliability and survivabilityen_UK
dc.subjectload balancingen_UK
dc.subjectdigital twinen_UK
dc.titleProbabilistic stability of traffic load balancing on wireless complex networksen_UK
dc.typeArticleen_UK

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