Application of artificial neural network modeling techniques to signal strength computation

Application of artificial neural network modeling techniques to signal strength computation

This paper presents development of artificial neural network (ANN) models to compute received signal strength (RSS) for four VHF (very high frequency) broadcast stations using measured atmospheric parameters. The network was trained using Levenberg-Marquardt back-propagation (LMBP) algorithm. Evalua...

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Bibliographic Details
Main Authors: K.C. Igwe, O.D. Oyedum, A.M. Aibinu, M.O. Ajewole, A.S. Moses
Format: Article
Language:English
Published: Elsevier 2021-03-01
Series:Heliyon
Subjects:
Artificial neural network
Atmospheric parameters
Received signal strength
Very high frequency
Online Access:http://www.sciencedirect.com/science/article/pii/S2405844021001523

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http://www.sciencedirect.com/science/article/pii/S2405844021001523

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