Path loss modeling based on neural networks and ensemble method for future wireless networks.

Elmezughi, Mohamed K; Salih, Omran; Afullo, Thomas J; Duffy, Kevin J

Elmezughi, Mohamed K; Salih, Omran; Afullo, Thomas J; Duffy, Kevin J.

Afiliação

Elmezughi MK; The Discipline of Electrical, Electronic and Computer Engineering, University of KwaZulu-Natal, Durban, 4041, South Africa.
Salih O; Institute of Systems Science, Durban University of Technology, Durban, 4000, South Africa.
Afullo TJ; The Discipline of Electrical, Electronic and Computer Engineering, University of KwaZulu-Natal, Durban, 4041, South Africa.
Duffy KJ; Institute of Systems Science, Durban University of Technology, Durban, 4000, South Africa.

Heliyon ; 9(9): e19685, 2023 Sep.

Article em En | MEDLINE | ID: mdl-37809436

Palavras-chave

5G; 6G; ANN; CNN; Channel modeling; Ensemble method; Neural network; Path loss; RNN-LSTM; Wireless communications

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Tipo de estudo: Prognostic_studies Idioma: En Revista: Heliyon Ano de publicação: 2023 Tipo de documento: Article País de afiliação: África do Sul País de publicação: Reino Unido

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