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Optimal Model for Path Loss Predictions using Feed-Forward Neural Networks

Popoola, Segun I.; Adetiba, Emmanuel; Atayero, Aderemi A.; Faruk, Nasir; Tavares De Araujo Cesariny Calafate, Carlos Miguel (Cogent OA, 2018)

[EN] In this paper, an optimal model is developed for path loss predictions using the Feed-Forward Neural Network (FFNN) algorithm. Drive test measurements were carried out in Canaanland Ota, Nigeria and Ilorin, Nigeria ...
Path Loss Predictions in the VHF and UHF Bands Within Urban Environments: Experimental Investigation of Empirical, Heuristics and Geospatial Models

Faruk, Nasir; Popoola, Segun I.; Surajudeen-Bakinde, Nazmat T.; Oloyede, Abdulkarim A.; Abdulkarim, Abubakar; Olawoyin, Lukman A.; Ali, Maaruf; Tavares De Araujo Cesariny Calafate, Carlos Miguel; Atayero, Aderemi A. (Institute of Electrical and Electronics Engineers, 2019-06-26)

[EN] Deep knowledge of how radio waves behave in a practical wireless channel is required for effective planning and deployment of radio access networks in urban environments. Empirical propagation models are popular for ...

Mostrando ítems 1-2 de 2