Autoencoder-Based Dynamic Coded Modulation for 6G NOMA Uplink
We showcase a NOMA uplink implemented with software-defined radios that demonstrates dynamic link adaptation using an end-to-end learned, coded modulation system. A model-free approach to training using over-the-air samples helps illustrate the superiority of neural implementations of mappers and demappers that can factor in the myriad hardware impairments encountered in practical communication systems.
Authors
- P Aswathylakshmi
- Carles Antón‐Haro (ORCID: https://orcid.org/0000-0002-5961-7692)
- Adriano Pastore (ORCID: https://orcid.org/0000-0002-6986-6481)
- Pablo Fernández-Rodríguez
Institutions
- Centre Tecnologic de Telecomunicacions de Catalunya (ES)
Publication Details
- Published
- 2025-05-26
- DOI
- https://doi.org/10.1109/icmlcn64995.2025.11140451
- Primary Topic
- Advanced Wireless Communication Technologies
- Type
- article
- Field-Weighted Citation Impact
- 0.00