activity
20172023
most citedLeveraging Machine Learning for Industrial Wireless Communications

4 citations · 7 across the 7 of their papers we have counts for

collaborators

7 papers

cs.NI2023

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…

cs.NI2021★ 4 cited

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…

eess.SP2020

Learning-Based Link Scheduling in Millimeter-wave Multi-connectivity Scenarios

Cristian Tatino, Nikolaos Pappas, Ilaria Malanchini +2

Multi-connectivity is emerging as a promising solution to provide reliable communications and seamless connectivity for the millimeter-wave frequency range. Due to the blockage sen…

cs.NI2018★ 1 cited

On the Benefits of Network-Level Cooperation in Millimeter-Wave Communications

Cristian Tatino, Nikolaos Pappas, Ilaria Malanchini +2

Relaying techniques for millimeter-wave wireless networks represent a powerful solution for improving the transmission performance. In this work, we quantify the benefits in terms…

cs.NI2018

Maximum Throughput Scheduling for Multi-connectivity in Millimeter-Wave Networks

Cristian Tatino, Ilaria Malanchini, Nikolaos Pappas +1

Multi-connectivity is emerging as promising solution to provide reliable communications and seamless connectivity at the millimeter-wave frequency range. Due to the obstacles that…

cs.NI2018

Throughput Analysis for Relay-Assisted Millimeter-Wave Wireless Networks

Cristian Tatino, Nikolaos Pappas, Ilaria Malanchini +2

In this work, we analyze the throughput of random access multi-user relay-assisted millimeter-wave wireless networks, in which both the destination and the relay have multipacket r…

cs.NI2017★ 2 cited

Beam Based Stochastic Model of the Coverage Probability in 5G Millimeter Wave Systems

Cristian Tatino, Ilaria Malanchini, Danish Aziz +1

Communications using frequency bands in the millimeter-wave range can play a key role in future generations of mobile networks. By allowing large bandwidth allocations, high carrie…