Korteby, Mohamed Amine, Gál, Zoltán, Polgár, Péter (2021) Multi dimensional analysis of sensor communication processes Annales Mathematicae et Informaticae (53.): Selected papers of the 1st Conference on Information Technology and Data Science. pp. 169-182. ISSN 1787-6117 (Online)
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Absztrakt (kivonat)
The Internet of Things requires communication mechanism to be optimal not only from the data transfer but from the energy consumption point of view, too. One of the most analyzed types of the sensor network is Low Energy Adaptive Clustering Hierarchy (LEACH) system depending on the population density, algorithm of cluster head election, heterogeneity of the energy and physical position of the nodes, velocity of the sink node, data aggregation rate and size of the data frame. Complexity of the system has been analyzed based on status data series of 360 simulation cases. New family of wireless sensor network (WSN) system is proposed with name CB-LEACH, having better characteristics than the classical LEACH system. The service ability of sensor network and dependency properties was done with analytic technique based on Singular Value Decomposition (SVD). Using this method there were identified most important modes serving as basis to regenerate responses of the studied sensor systems. It was found that the number of significant modes is just six. The novelty of the paper is a proof of concept that SVD is a useful multidimensional tool which can be used for describing the behavior of the newly proposed CB-LEACH family of sensor network mechanisms.
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| Megjegyzés: | This work was supported by the construction EFOP-3.6.3-VEKOP-16-2017-00002. The project was supported by the European Union, co-financed by the European Social Fund. This paper was supported also by the FIKP-20428-3/2018/ FEKUTSTRAT project of the University of Debrecen, Hungary and by the QoS-HPC-IoT Laboratory. | ||||||||||||||||
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| Kulcsszavak: | Wireless sensor networks, Low Energy Adaptive Clustering Hierarchy (LEACH), switching, cluster, classification analysis | ||||||||||||||||
| Nyelv: | angol | ||||||||||||||||
| DOI azonosító: | 10.33039/ami.2021.03.005 | ||||||||||||||||
| ISSN: | 1787-6117 (Online) | ||||||||||||||||
| Felhasználó: | Tibor Gál | ||||||||||||||||
| Dátum: | 18 Máj 2021 15:56 | ||||||||||||||||
| Utolsó módosítás: | 18 Máj 2021 15:56 | ||||||||||||||||
| URI: | http://publikacio.uni-eszterhazy.hu/id/eprint/7003 |
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