Search Results for author: Daniyal Amir Awan

Found 4 papers, 1 papers with code

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

1 code implementation13 Jan 2022 Matthias Mehlhose, Guillermo Marcus, Daniel Schäufele, Daniyal Amir Awan, Nikolaus Binder, Martin Kasparick, Renato L. G. Cavalcante, Sławomir Stańczak, Alexander Keller

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.

Set-Theoretic Learning for Detection in Cell-Less C-RAN Systems

no code implementations21 Mar 2021 Daniyal Amir Awan, Renato L. G. Cavalcante, Zoran Utkovski, Slawomir Stanczak

Cloud-radio access network (C-RAN) can enable cell-less operation by connecting distributed remote radio heads (RRHs) via fronthaul links to a powerful central unit.

Quantization

Robust Cell-Load Learning with a Small Sample Set

no code implementations21 Mar 2021 Daniyal Amir Awan, Renato L. G. Cavalcante, Slawomir Stanczak

Learning of the cell-load in radio access networks (RANs) has to be performed within a short time period.

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