Search Results for author: Merim Dzaferagic

Found 4 papers, 0 papers with code

ML Approach for Power Consumption Prediction in Virtualized Base Stations

no code implementations13 Jan 2023 Merim Dzaferagic, Jose A. Ayala-Romero, Marco Ruffini

The flexibility introduced with the Open Radio Access Network (O-RAN) architecture allows us to think beyond static configurations in all parts of the network.

Near Real-Time Distributed State Estimation via AI/ML-Empowered 5G Networks

no code implementations22 Jul 2022 Ognjen Kundacina, Miodrag Forcan, Mirsad Cosovic, Darijo Raca, Merim Dzaferagic, Dragisa Miskovic, Mirjana Maksimovic, Dejan Vukobratovic

Firstly, in a tutorial fashion, we present an overview on how distributed SE can be integrated with the elements of the 5G core network and radio access network architecture.

energy management Management

Neurosciences and 6G: Lessons from and Needs of Communicative Brains

no code implementations4 Apr 2020 Renan C. Moioli, Pedro H. J. Nardelli, Michael Taynnan Barros, Walid Saad, Amin Hekmatmanesh, Pedro Gória, Arthur S. de Sena, Merim Dzaferagic, Harun Siljak, Werner van Leekwijck, Dick Carrillo, Steven Latré

In particular, we propose a novel systematization that divides the contributions into two groups, one focused on what neurosciences will offer to 6G in terms of new applications and systems architecture (Neurosciences for Wireless), and the other focused on how wireless communication theory and 6G systems can provide new ways to study the brain (Wireless for Neurosciences).

Signal Processing Emerging Technologies Information Theory Information Theory Neurons and Cognition

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