Zobrazeno 1 - 10
of 736
pro vyhledávání: '"Maggi,Lorenzo"'
Several Radio Resource Management (RRM) use cases can be framed as sequential decision planning problems, where an agent (the base station, typically) makes decisions that influence the network utility and state. While Reinforcement Learning (RL) in
Externí odkaz:
http://arxiv.org/abs/2405.19045
Autor:
Maggi, Lorenzo, Rial, Alvaro Valcarce, Herzog, Aloïs, Kalyanasundaram, Suresh, Agrawal, Rakshak
In 5G, the Physical Downlink Control CHannel (PDCCH) carries crucial information enabling the User Equipment (UE) to connect in UL and DL. UEs are unaware of the frequency location at which PDCCH is encoded, hence they need to perform blind decoding
Externí odkaz:
http://arxiv.org/abs/2405.04283
International standards bodies define Electromagnetic field (EMF) emission requirements that can be translated into control of the base station actual Effective Isotropic Radiated Power (EIRP), i.e., averaged over a sliding time window. In this work
Externí odkaz:
http://arxiv.org/abs/2404.06830
To mitigate Electromagnetic Fields (EMF) human exposure from base stations, international standards bodies define EMF emission requirements that can be translated into limits on the "actual" Equivalent Isotropic Radiated Power (EIRP), i.e., averaged
Externí odkaz:
http://arxiv.org/abs/2404.06624
Machine learning methods are increasingly adopted in communications problems, particularly those arising in next generation wireless settings. Though seen as a key climate mitigation and societal adaptation enabler, communications related energy cons
Externí odkaz:
http://arxiv.org/abs/2311.12807
The standard beam management procedure in 5G requires the user equipment (UE) to periodically measure the received signal reference power (RSRP) on each of a set of beams proposed by the basestation (BS). It is prohibitively expensive to measure the
Externí odkaz:
http://arxiv.org/abs/2303.17301
Autor:
Maggi, Lorenzo, Mihailescu, Claudiu, Cao, Qike, Tetich, Alan, Khan, Saad, Aaltonen, Simo, Koblitz, Ryo, Holma, Maunu, Macchi, Samuele, Ruggieri, Maria Elena, Korenev, Igor, Klausen, Bjarne
By shutting down frequency carriers, the power consumed by a base station can be considerably reduced. However, this typically comes with traffic performance degradation, as the congestion on the remaining active carriers is increased. We leverage a
Externí odkaz:
http://arxiv.org/abs/2302.01093
Optimal resource allocation in modern communication networks calls for the optimization of objective functions that are only accessible via costly separate evaluations for each candidate solution. The conventional approach carries out the optimizatio
Externí odkaz:
http://arxiv.org/abs/2301.06510
Autor:
Santovito, Luca Spiro, Bonanno, Silvia, Pasanisi, Maria Barbara, Gallone, Annamaria, Ricci, Federica, Tramacere, Irene, Zanin, Riccardo, Previtali, Stefano Carlo, Maggi, Lorenzo
Publikováno v:
In Neuromuscular Disorders February 2025 47
Autor:
Hagenacker, Tim1 (AUTHOR) tim.hagenacker@uk-essen.de, Maggi, Lorenzo2 (AUTHOR), Coratti, Giorgia3 (AUTHOR), Youn, Bora4 (AUTHOR), Raynaud, Stephanie4 (AUTHOR), Paradis, Angela D.4,5 (AUTHOR) angela.paradis@biogen.com, Mercuri, Eugenio3 (AUTHOR)
Publikováno v:
Neurology & Therapy. Oct2024, Vol. 13 Issue 5, p1483-1504. 22p.