Large scale survey for radio propagation in developing machine learning model for path losses in communication systems
Several orthodox approaches, such as empirical methods and deterministic methods, had earlier been used for the prediction of path loss in wireless communication systems. These approaches are either inefficient or complex. Robustness and performance motivated the adoption of machine learning for mod...
Main Authors: | Haruna Chiroma, Ponman Nickolas, Nasir Faruk, Emmanuel Alozie, Imam-Fulani Yusuf Olayinka, Kayode S. Adewole, Abubakar Abdulkarim, Abdulkarim A. Oloyede, Olugbenga A. Sowande, Salisu Garba, Aliyu D. Usman, Lawan S. Taura, Yinusa A. Adediran |
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Format: | Article |
Language: | English |
Published: |
Elsevier
2023-03-01
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Series: | Scientific African |
Subjects: | |
Online Access: | http://www.sciencedirect.com/science/article/pii/S2468227623000091 |
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