7 citations · 16 across the 22 of their papers we have counts for
3 papers · 1 filter
Localization in Dynamic Indoor MIMO-OFDM Wireless Systems using Domain Adaptation
Rafail Ismayilov, Renato L. G. Cavalcante, Slawomir Stanczak
We propose a method for predicting the location of user equipment (UE) using wireless fingerprints in dynamic indoor non-line-of-sight (NLoS) environments. In particular, our metho…
Positive concave deep equilibrium models
Mateusz Gabor, Tomasz Piotrowski, Renato L. G. Cavalcante
Deep equilibrium (DEQ) models are widely recognized as a memory efficient alternative to standard neural networks, achieving state-of-the-art performance in language modeling and c…
Distributed fixed-point algorithms for dynamic convex optimization over decentralized and unbalanced wireless networks
Navneet Agrawal, Renato L. G. Cavalcante, Sławomir Stańczak
We consider problems where agents in a network seek a common quantity, measured independently and periodically by each agent through a local time-varying process. Numerous solvers…