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20122018
most citedDistributed Deep Learning Models for Wireless Signal Classification with Low-Cost Spectrum Sensors

863 citations · 1.1k across the 10 of their papers we have counts for

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9 papers · 1 filter

cs.NI2018

Statistical Location and Rotation-Aware Beam Search for Millimeter-Wave Networks

Maurizio Rea, Domenico Giustiniano, Guillermo Bielsa +2

Beam training in dynamic millimeter-wave (mm-wave) networks with mobile devices is highly challenging as devices must scan a large angular domain to maintain alignment of their dir…

cs.NI2018

Research in Visible Light Communication Systems with OpenVLC1.3

Ander Galisteo, Diego Juara, Domenico Giustiniano

In this paper, we present the design and implementation of our latest OpenVLC1.3 platform to perform research in Visible Light Communication Systems. We retain the advantages of th…

cs.NI2018

Electrosense+: Crowdsourcing Radio Spectrum Decoding using IoT Receivers

Roberto Calvo-Palomino, Héctor Cordobés, Markus Engel +9

Web spectrum monitoring systems based on crowdsourcing have recently gained popularity. These systems are however limited to applications of interest for governamental organization…

cs.NI2017★ 863 cited

Distributed Deep Learning Models for Wireless Signal Classification with Low-Cost Spectrum Sensors

Sreeraj Rajendran, Wannes Meert, Domenico Giustiniano +2

This paper looks into the technology classification problem for a distributed wireless spectrum sensing network. First, a new data-driven model for Automatic Modulation Classificat…

cs.NI2017★ 176 cited

Electrosense: Open and Big Spectrum Data

Sreeraj Rajendran, Roberto Calvo-Palomino, Markus Fuchs +5

While the radio spectrum allocation is well regulated, there is little knowledge about its actual utilization over time and space. This limitation hinders taking effective actions…

cs.NI2015★ 42 cited

Passive Communication with Ambient Light

Qing Wang, Marco Zuniga, Domenico Giustiniano

In this work, we propose a new communication system for illuminated areas, indoors and outdoors. Light sources in our environments -such as light bulbs or even the sun- are our sig…

cs.NI2014★ 31 cited

An Open-Source Research Platform for Embedded Visible Light Networking

Qing Wang, Domenico Giustiniano, Daniele Puccinelli

Despite the growing interest in Visible Light Communication (VLC), a reference networking platform based on commercial off-the-shelf components is not available yet. An open-source…

cs.NI2014★ 3 cited

Offloading Cellular Traffic through Opportunistic Communications: Analysis and Optimization

Vincenzo Sciancalepore, Domenico Giustiniano, Albert Banchs +1

Offloading traffic through opportunistic communications has been recently proposed as a way to relieve the current overload of cellular networks. Opportunistic communication can oc…

cs.NI2012

Optimizing TCP Performance in Multi-AP Residential Broadband Connections via Mini-Slot Access

Domenico Giustiniano, Eduard Goma, Alberto Lopez Toledo +1

The high bandwidth demand of Internet applications has recently driven the need of increasing the residential download speed. A practical solution to the problem has been proposed…