WSEAS Transactions on Information Science and Applications
Print ISSN: 1790-0832, E-ISSN: 2224-3402
Volume 20, 2023
An Approach Towards Automate Models Construction and Research of Wireless Local Area Networks based on State Transition Diagram
Authors: Kvitoslava Obelovska, Khrystyna Pelekh, Yuriy Pelekh, Eleonora Benova, Rostyslav Liskevych
Abstract: Wireless Local Area Networks (WLANs) are widely used and their number is constantly increasing. Therefore, the creation of models for their detailed study, and even more, so the automation of this process is an urgent task. As an example of the research object, we chose the Media Access Control (MAC) sublayer and the Carrier Multiple Access with Collision Avoidance (CSMA/CA) access scheme. A simplified version of the state transition diagram was suggested by us, and an analytical model based on a system of differential equations was developed. Automation of the process of creating such models is realized by a software solution developed to automate the construction of analytical models of any objects described by a state transition diagram. The program automatically constructs and solves a system of differential equations using the substitution method, as well as constructs state diagrams.
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Keywords: Wireless Local Area Network (WLAN), Media Access Control (MAC) sublayer, access to the physical environment, CSMA/CA scheme, State Transition Diagram, Mathematical model
Pages: 390-397
DOI: 10.37394/23209.2023.20.41
WSEAS Transactions on Information Science and Applications, ISSN / E-ISSN: 1790-0832 / 2224-3402, Volume 20, 2023, Art. #41