Neuro-fuzzy model for selection of transmission windows parameters in terahertz range
Journal Title: Телекомунікаційні та інформаційні технології - Year 2017, Vol 103, Issue 2
Abstract
In this paper the functional model of rational choice processes of the transmission windows parameters of a terahertz range from the system approach positions is given. It presents the interrelations reflecting the influence of various processes and factors to the values characterizing: the probabilities of the correct reception of aa multi frequency radio communication system for each value of the threshold value; channel capacity; communication range for these windows; the bandwidth widths of the transmission windows. The proposed model allowed to validate the application of the neuro-fuzzy systems for new generation mobile networks to select the values of the transmission windows parameters. Neuro-fuzzy systems that are used to select the values of the transmission windows parameters of the terahertz range for new-generation wireless networks are proposed to be created on the basis of the application of the 0th and 1st ordersSugenofuzzy logicalgorithms.
Authors and Affiliations
Volodymyr Saiko, Valerii Kazimirenko, Dmytro Lysenko, Lyudmyla Hryshchenko
Keywords
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