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Proactive approach for preamble detection in 5G-NR PRACH using supervised machine learning and ensemble model
The physical random access channel (PRACH) is used in the uplink of cellular systems for initial access requests from the users. It is very hard to achieve low latency by implementing conventional methods in 5G. The performance of the system degrades when multiple users try to access the PRACH recei...
| Autores principales: | , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Nature Publishing Group UK
2022
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9120483/ https://www.ncbi.nlm.nih.gov/pubmed/35589934 http://dx.doi.org/10.1038/s41598-022-12349-4 |