GPU-accelerated partially linear multiuser detection for 5G and beyond URLLC systems

In this feasibility study, we have implemented a recently proposed partially linear multiuser detection algorithm in reproducing kernel Hilbert spaces (RKHSs) on a GPU-accelerated platform. Partially linear multiuser detection, which combines the robustness of linear detection with the power of nonl...

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Veröffentlicht in:	arXiv.org 2022-05
Hauptverfasser:	Mehlhose, Matthias, Marcus, Guillermo, Schäufele, Daniel, Daniyal Amir Awan, Binder, Nikolaus, Kasparick, Martin, Cavalcante, Renato L G, Stańczak, Sławomir, Keller, Alexander
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Beamforming Co-design Computational geometry Convexity Hardware Linear filters Machine learning Nonorthogonal multiple access Orthogonal Frequency Division Multiplexing Parallel processing Real time Spatial resolution
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