120 citations · 901 across the 72 of their papers we have counts for
6 papers · 1 filter
Leveraging Machine Learning for Industrial Wireless Communications
Ilaria Malanchini, Patrick Agostini, Khurshid Alam +10
Two main trends characterize today's communication landscape and are finding their way into industrial facilities: the rollout of 5G with its distinct support for vertical industri…
The Convergence of Machine Learning and Communications
Wojciech Samek, Slawomir Stanczak, Thomas Wiegand
The areas of machine learning and communication technology are converging. Today's communications systems generate a huge amount of traffic data, which can help to significantly en…
Toward Energy-Efficient 5G Wireless Communications Technologies
R. L. G. Cavalcante, S. Stańczak, M. Schubert +2
The densification and expansion of wireless networks pose new challenges on energy efficiency. With a drastic increase of infrastructure nodes (e.g. ultra-dense deployment of small…
Kernel-Based Adaptive Online Reconstruction of Coverage Maps With Side Information
Martin Kasparick, Renato L. G. Cavalcante, Stefan Valentin +2
In this paper, we address the problem of reconstructing coverage maps from path-loss measurements in cellular networks. We propose and evaluate two kernel-based adaptive online alg…
Measurement-Adaptive Cellular Random Access Protocols
Anastasios Giovanidis, Qi Liao, Slawomir Stanczak
This work considers a single-cell random access channel (RACH) in cellular wireless networks. Communications over RACH take place when users try to connect to a base station during…
Stability and Distributed Power Control in MANETs with Outages and Retransmissions
Anastasios Giovanidis, Slawomir Stanczak
In the current work the effects of hop-by-hop packet loss and retransmissions via ARQ protocols are investigated within a Mobile Ad-hoc NET-work (MANET). Errors occur due to outage…