Massive MIMO Channel Estimation using few parameters in sparse propagation environments
Exploring underused spectrum bands such as the mmWave band is key to solve future wireless communications necessities. This work studies the problem of channel estimation in multi-antena systems in this high-frequency band considering the few propagation parameters that are unveiled due to the sparse propagation nature. We address the channel estimation by applying atomic norm as a gridless multidimensional spectral estimation. The applied methodology is compared in different scenarios with several on-grid spectral estimation approaches and also with traditional non-parametrical methods.
Authors
- Álvaro Callejas-Ramos (ORCID: https://orcid.org/0000-0002-6917-4258)
- Xavier Artiga (ORCID: https://orcid.org/0000-0001-9222-165X)
- Antonia M. Tulino (ORCID: https://orcid.org/0000-0002-6050-4150)
- Miguel Ángel Vázquez (ORCID: https://orcid.org/0000-0002-1659-5390)
- Matilde Sánchez-Fernández
Institutions
- Universidad Carlos III de Madrid (ES)
- University of Naples Federico II (IT)
Publication Details
- Published
- 2024-10-07
- DOI
- https://doi.org/10.1109/vtc2024-fall63153.2024.10757888
- Primary Topic
- Advanced MIMO Systems Optimization
- Type
- article
- Field-Weighted Citation Impact
- 0.00