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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 2021Show all

7 papers · 1 filter

cs.NI2021

Drone delivery: Reliable Cellular UAV Communication Using Multi-Operator Diversity

Achiel Colpaert, Michaël Raes, Evgenii Vinogradov +1

The market size of Unmanned Aerial Vehicles (UAVs, a.k.a drones) can reach up to 10% of the global market value. In particular, drone delivery is one of the most attractive applica…

eess.SY2021★ 4 cited

Drone technology: interdisciplinary systematic assessment of knowledge gaps and potential solutions

Evgenii Vinogradov, Sofie Pollin

Despite being a hot research topic for a decade, drones are still not part of our everyday life. In this article, we analyze the reasons for this state of affairs and look for ways…

cs.NI2021★ 9 cited

Elevating the future of mobility: UAV-enabled Intelligent Transportation Systems

Abdul Saboor, Evgenii Vinogradov, Zhuangzhuang Cui +3

Intelligent Transportation Systems (ITS) increasingly rely on connectivity for efficient traffic management and enhanced user experience. The existing ITS solutions operate mainly…

cs.NI2021★ 13 cited

Aerial Vehicles Tracking Using Noncoherent Crowdsourced Wireless Networks

Hazem Sallouha, Alessandro Chiumento, Sofie Pollin

Air traffic management (ATM) of manned and unmanned aerial vehicles (AVs) relies critically on ubiquitous location tracking. While technologies exist for AVs to broadcast their loc…

eess.SP2021

Avoiding normalization uncertainties in deep learning architectures for end-to-end communication

Simon Bos, Evgenii Vinogradov, Sofie Pollin

Recently, deep learning is considered to optimize the end-to-end performance of digital communication systems. The promise of learning a digital communication scheme from data is a…

cs.NI2021

Evolution of Non-Terrestrial Networks From 5G to 6G: A Survey

M. Mahdi Azari, Sourabh Solanki, Symeon Chatzinotas +9

Non-terrestrial networks (NTNs) traditionally have certain limited applications. However, the recent technological advancements and manufacturing cost reduction opened up myriad ap…