Automated Calculation of Power at Receiving Antenna with the Usage of Artificial Neural Network

Nieto-Chaupis H. · Proceedings - 2024 28th ACIS International Winter Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing, SNPD-Winter 2024 (2024) · DOI: 10.1109/snpd-winter67015.2024.00019

Resumen

The calculation of power in receiving antenna has been done under geometrical conditions inspired in algorithms derived from artificial intelligence and the concept of Shannon entropy by which any communication system demands a channel to transfer the information from an emitter to a receiver. In the scenario of antenna communications based in electromagnetic waves, the spatial separation between them is assumed to depend on a free model parameter that enables a closed-form derivation of equations. Thus, more than the usage of physics equations from classical electrodynamics, the concept of artificial neural network was exploited. It is proposal that receiving power is therefore proportional to logarithm of mathematical structure of an engineered perception, by following the fundamental formulation about the entropy of information invented by Shannon. Thereafter the usage of the proposed mathematical methodology, the resulting equations conciliates to well-known Friis equation.

Instituciones: Universidad Autónoma del Perú