Zobrazeno 1 - 10
of 23
pro vyhledávání: '"Kulin, Merima"'
This paper provides a systematic and comprehensive survey that reviews the latest research efforts focused on machine learning (ML) based performance improvement of wireless networks, while considering all layers of the protocol stack (PHY, MAC and n
Externí odkaz:
http://arxiv.org/abs/2001.04561
This paper presents end-to-end learning from spectrum data - an umbrella term for new sophisticated wireless signal identification approaches in spectrum monitoring applications based on deep neural networks. End-to-end learning allows to (i) automat
Externí odkaz:
http://arxiv.org/abs/1712.03987
The future 5G wireless infrastructure will support any-to-any connectivity between densely deployed smart objects that form the emerging paradigm known as the Internet of Everything (IoE). Compared to traditional wireless networks that enable communi
Externí odkaz:
http://arxiv.org/abs/1705.00115
Predictable network performance is key in many low-power wireless sensor network applications. In this paper, we use machine learning as an effective technique for real-time characterization of the communication performance as observed by the MAC lay
Externí odkaz:
http://arxiv.org/abs/1612.03932
To enhance system performance of future heterogeneous wireless networks the co-design of PHY, MAC, and higher layer protocols is inevitable. In this work, we present WiSCoP - a novel embedded platform for experimentation, prototyping and implementati
Externí odkaz:
http://arxiv.org/abs/1612.02900
Autor:
Wei Liu1 (AUTHOR) wei.liu@ugent.be, Kulin, Merima1 (AUTHOR) merima.kulin@ugent.be, Kazaz, Tarik1 (AUTHOR) Tarik.kazaz@ugent.be, Shahid, Adnan1 (AUTHOR) adnan.shahid@ugent.be, Moerman, Ingrid1 (AUTHOR) Ingrid.moerman@ugent.be, De Poorter, Eli1 (AUTHOR) eli.depoorter@ugent.be
Publikováno v:
Sensors (14248220). Sep2017, Vol. 17 Issue 9, p2081. 23p. 1 Diagram, 3 Charts, 12 Graphs.
Akademický článek
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Autor:
Kulin, Merima1 merima.kulin@ugent.be, Fortuna, Carolina1 carolina.fortuna@ijs.si, De Poorter, Eli1 eli.depoorter@intec.ugent.be, Deschrijver, Dirk1 dirk.deschrijver@intec.ugent.be, Moerman, Ingrid1 ingrid.moerman@intec.ugent.be
Publikováno v:
Sensors (14248220). Jun2016, Vol. 16 Issue 6, p790. 61p.
Akademický článek
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