4 citations · 4 across the 7 of their papers we have counts for
3 papers · 1 filter
A General Framework for Scalable UE-AP Association in User-Centric Cell-Free Massive MIMO based on Recurrent Neural Networks
Giovanni Di Gennaro, Amedeo Buonanno, Gianmarco Romano +2
This study addresses the challenge of access point (AP) and user equipment (UE) association in cell-free massive MIMO networks. It introduces a deep learning algorithm leveraging B…
A Unified View of Algorithms for Path Planning Using Probabilistic Inference on Factor Graphs
Francesco A. N. Palmieri, Krishna R. Pattipati, Giovanni Di Gennaro +3
Even if path planning can be solved using standard techniques from dynamic programming and control, the problem can also be approached using probabilistic inference. The algorithms…
Path Planning Using Probability Tensor Flows
Francesco A. N. Palmieri, Krishna R. Pattipati, Giovanni Fioretti +2
Probability models have been proposed in the literature to account for "intelligent" behavior in many contexts. In this paper, probability propagation is applied to model agent's m…