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Improving the Efficiency of Information Flow Routing in Wireless Self-Organizing Networks Based on Natural Computing

cris.lastimport.scopus2024-09-19T01:31:12Z
dc.abstract.enWith the constant growth of requirements to the quality of infocommunication services, special attention is paid to the management of information transfer in wireless self-organizing networks. The clustering algorithm based on the Motley signal propagation model has been improved, resulting in cluster formation based on the criterion of shortest distance and maximum signal power value. It is shown that the use of the improved clustering algorithm compared to its classical version is more efficient for the route search process. Ant and simulated annealing algorithms are presented to perform route search in a wireless sensor network based on the value of the quality of service parameter. A comprehensive routing method based on finding the global extremum of an ordered random search with node addition/removal is proposed by using the presented ant and simulated annealing algorithms. It is shown that the integration of the proposed clustering and routing solutions can reduce the route search duration up to two times.
dc.affiliationTransportu i Informatyki
dc.contributor.authorKrzysztof Przystupa
dc.contributor.authorJulia Pyrih
dc.contributor.authorMykola Beshley
dc.contributor.authorMykhailo Klymash
dc.contributor.authorAndriy Branytskyy
dc.contributor.authorHalyna Beshley
dc.contributor.authorDaniel Pieniak
dc.contributor.authorKonrad Gauda
dc.date.accessioned2024-07-01T06:49:49Z
dc.date.available2024-07-01T06:49:49Z
dc.date.issued2021
dc.identifier.doi10.3390/en14082255
dc.identifier.issn1996-1073
dc.identifier.urihttps://repo.akademiawsei.eu/handle/item/346
dc.languageen
dc.pbn.affiliationinformation and communication technology
dc.relation.ispartofEnergies
dc.rightsCC-BY
dc.subject.plant algorithm
dc.subject.plsimulated annealing
dc.subject.plk-means
dc.subject.plsignal-to-noise ratio (SNR)
dc.titleImproving the Efficiency of Information Flow Routing in Wireless Self-Organizing Networks Based on Natural Computing
dc.typeReviewArticle
dspace.entity.typePublication
oaire.citation.issue8
oaire.citation.volume14