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20152024
most citedDistributed Deep Learning Models for Wireless Signal Classification with Low-Cost Spectrum Sensors

863 citations · 2.8k across the 53 of their papers we have counts for

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Showing 2019Show all

10 papers · 1 filter

cs.IT2019

UAV-to-UAV Communications in Cellular Networks

M. Mahdi Azari, Giovanni Geraci, Adrian Garcia-Rodriguez +1

We consider a cellular network deployment where UAV-to-UAV (U2U) transmit-receive pairs share the same spectrum with the uplink (UL) of cellular ground users (GUEs). For this setup…

eess.SP2019

CSI-based Positioning in Massive MIMO systems using Convolutional Neural Networks

Sibren De Bast, Adrea P. Guevara, Sofie Pollin

This paper studies the performance of a user positioning system using Channel State Information (CSI) of a Massive MIMO (MaMIMO) system. To infer the position of the user from the…

eess.SY2019★ 51 cited

Wireless communication for safe UAVs: From Long-Range Deconfliction to short-range collision avoidance

Evgenii Vinogradov, Franco Minucci, Sofie Pollin

Small drones are becoming a part of our everyday life. They are used in a wide variety of commercial applications, and the number of drones in the air is steadily growing. To ensur…

cs.NI2019★ 19 cited

Localization in Ultra Narrow Band IoT Networks: Design Guidelines and Trade-Offs

Hazem Sallouha, Alessandro Chiumento, Sreeraj Rajendran +1

Localization in long-range Internet of Things networks is a challenging task, mainly due to the long distances and low bandwidth used. Moreover, the cost, power, and size limitatio…

cs.NI2019

Towards Efficient BLE Mesh: Design of an Autonomous Network Joining Algorithm

Clara Nieto-Taladriz, Yuri Murillo, Sofie Pollin

The Internet of Things (IoT) opens the doors to a digital revolution, but requires a robust protocol to wirelessly interconnect a large number of devices. Bluetooth Low Energy (BLE…

eess.SP2019

Cellular Coverage-Aware Path Planning for UAVs

Sibren De Bast, Evgenii Vingradov, Sofie Pollin

Up until now, path planning for unmanned aerial vehicles (UAVs) has mainly been focused on the optimisation towards energy efficiency. However, to operate UAVs safely, wireless cov…