I am approaching the completion of my Ph.D. studies in telecommunications engineering at TU Wien. My research interests include
I hold an M.Sc. degree in telecommunications from the University of Pittsburgh, PA, USA, and a B.Sc. in electrical and computer engineering from the University of Prishtina in Kosova. I have a professional background with industry experience in network automation, software development tools, and cloud solutions.
We show that the whole estimated channel can be fed into the transformer block as a set of subcarriers. Without vectorizing the input, using recurrence, standard convolution operators, or fusion, attention can serve as an adaptive filter for resilient CSI.
The fronthaul overhead issue in distributed RAN for 5G and 6G is addressed in a learning-based approach based on extreme value theory.
The work investigates and proposes MCD and Deep ensembles to account for the uncerstainty measure in wireless channel and network parameters.