120 citations · 901 across the 72 of their papers we have counts for
4 papers · 2 filters
Machine Learning-Based Adaptive Receive Filtering: Proof-of-Concept on an SDR Platform
Matthias Mehlhose, Daniyal Amir Awan, Renato L. G. Cavalcante +2
Conventional multiuser detection techniques either require a large number of antennas at the receiver for a desired performance, or they are too complex for practical implementatio…
Joint Source-Channel Coding and Bayesian Message Passing Detection for Grant-Free Radio Access in IoT
Johannes Dommel, Zoran Utkovski, Slawomir Stanczak +1
Consider an Internet-of-Things (IoT) system that monitors a number of multi-valued events through multiple sensors sharing the same bandwidth. Each sensor measures data correlated…
Tensor Completion for Radio Map Reconstruction using Low Rank and Smoothness
Daniel Schäufele, Renato L. G. Cavalcante, Slawomir Stanczak
Radio maps are important enablers for many applications in wireless networks, ranging from network planning and optimization to fingerprint based localization. Sampling the complet…
Connections between spectral properties of asymptotic mappings and solutions to wireless network problems
Renato Luís Garrido Cavalcante, Qi Liao, Slawomir Stańczak
In this study we establish connections between asymptotic functions and properties of solutions to important problems in wireless networks. We start by introducing a class of self-…