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Cooperative cognitive network slicing virtualization for smart IoT applications

Foukalas, F; Tziouvaras, A; Karetsos, G; (2020) Cooperative cognitive network slicing virtualization for smart IoT applications. In: 2020 IEEE 31st Annual International Symposium on Personal, Indoor and Mobile Radio Communications. IEEE: London. Green open access

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Abstract

This paper proposes the cooperative cognitive net-work slicing virtualization solution for smart Internet of things (IoT) applications. To this end, we deploy virtualized small base stations (vSBSs) in SDR devices that offer network-slicing virtualization option. The proposed virtualized solution relies on Fed4Fire wireless experimental platform. In particular, we assume that multiple IoT devices can have access to different vSBSs, which coordinate their resources in a cooperative manner using machine learning (ML). To this end, a proactive resource management is deployed in the unlicensed band, where a cooperative solution is facilitated using the licensed band. The cooperative network slicing is managed and orchestrated using small cell virtualization offered by the Fed4Fire. Experimental trials are carried out for certain number of users and results are obtained that highlight the benefit of employing cooperative cognitive network slicing in future virtualized wireless networks.

Type: Proceedings paper
Title: Cooperative cognitive network slicing virtualization for smart IoT applications
Event: 31st Annual International Symposium on Personal, Indoor and Mobile Radio Communications
ISBN-13: 9781728144900
Open access status: An open access version is available from UCL Discovery
DOI: 10.1109/PIMRC48278.2020.9217150
Publisher version: https://dx.doi.org/10.1109/PIMRC48278.2020.9217150
Language: English
Additional information: This version is the author accepted manuscript. For information on re-use, please refer to the publisher’s terms and conditions.
UCL classification: UCL
UCL > Provost and Vice Provost Offices > School of Life and Medical Sciences
UCL > Provost and Vice Provost Offices > School of Life and Medical Sciences > Faculty of Brain Sciences
UCL > Provost and Vice Provost Offices > School of Life and Medical Sciences > Faculty of Brain Sciences > UCL Queen Square Institute of Neurology
UCL > Provost and Vice Provost Offices > School of Life and Medical Sciences > Faculty of Brain Sciences > UCL Queen Square Institute of Neurology > Brain Repair and Rehabilitation
URI: https://discovery.ucl.ac.uk/id/eprint/10114828
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