106 citations · 133 across the 7 of their papers we have counts for
7 papers
Convergence of Manufacturing and Networking in Future Factories
Ilaria Malanchini, Nicola Michailow, Patrick Agostini +8
The roll out of 5G has been mainly characterized by its distinct support for vertical industries, especially manufacturing. Leveraging synergies among these two worlds, namely prod…
Physics-informed neural networks for pathloss prediction
Steffen Limmer, Alberto Martinez Alba, Nicola Michailow
This paper introduces a physics-informed machine learning approach for pathloss prediction. This is achieved by including in the training phase simultaneously (i) physical dependen…
Generative Adversarial Networks for Pseudo-Radio-Signal Synthesis
Haythem Chaker, Soumaya Hamouda, Nicola Michailow
For many wireless communication applications, traffic pattern modeling of radio signals combined with channel effects is much needed. While analytical models are used to capture th…
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…
GFDM - A Framework for Virtual PHY Services in 5G Networks
Ivan Gaspar, Luciano Mendes, Maximilian Matthé +4
The next generation of wireless networks will face different challenges from new scenarios. The main contribution of this paper is to show that Generalized Frequency Division Multi…
GFDM Transceiver using Precoded Data and Low-complexity Multiplication in Time Domain
Ivan Gaspar, Maximilian Matthé, Nicola Michailow +3
Future wireless communication systems are demanding a more flexible physical layer. GFDM is a block filtered multicarrier modulation scheme proposed to add multiple degrees of free…
5GNOW: Challenging the LTE Design Paradigms of Orthogonality and Synchronicity
Gerhard Wunder, Martin Kasparick, Stephan ten Brink +13
LTE and LTE-Advanced have been optimized to deliver high bandwidth pipes to wireless users. The transport mechanisms have been tailored to maximize single cell performance by enfor…