University of Oulu

H. Hellaoui, M. Bagaa, A. Chelli and T. Taleb, "Joint Sub-Carrier and Power Allocation for Efficient Communication of Cellular UAVs," in IEEE Transactions on Wireless Communications, vol. 19, no. 12, pp. 8287-8302, Dec. 2020, doi: 10.1109/TWC.2020.3021252

Joint sub-carrier and power allocation for efficient communication of cellular UAVs

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Author: Hellaoui, Hamed1; Bagaa, Miloud1; Chelli, Ali2;
Organizations: 1Department of Communications and Networking, Aalto University, Espoo 02150, Finland
2Faculty of Engineering and Science, University of Agder, 4898 Grimstad, Norway
3Centre for Wireless Communications (CWC), University of Oulu, Oulu 90570, Finland
4Department of Computer and Information Security, Sejong University, Seoul 05006, South Korea
Format: article
Version: accepted version
Access: open
Online Access: PDF Full Text (PDF, 0.5 MB)
Persistent link: http://urn.fi/urn:nbn:fi-fe202101252570
Language: English
Published: Institute of Electrical and Electronics Engineers, 2020
Publish Date: 2021-01-25
Description:

Abstract

Cellular networks are expected to be the main communication infrastructure to support the expanding applications of Unmanned Aerial Vehicles (UAVs). As these networks are deployed to serve ground User Equipment (UEs), several issues need to be addressed to enhance cellular UAVs’ services. In this article, we propose a realistic communication model on the downlink, and we show that the Quality of Service (QoS) for the users is affected by the number of interfering BSs and the impact they cause. The joint problem of sub-carrier and power allocation is therefore addressed. Given its complexity, which is known to be NP-hard, we introduce a solution based on game theory. First, we argue that separating between UAVs and UEs in terms of the assigned sub-carriers reduces the interference impact on the users. This is materialized through a matching game. Moreover, in order to boost the partition, we propose a coalitional game that considers the outcome of the first one and enables users to change their coalitions and enhance their QoS. Furthermore, a power optimization solution is introduced, which is considered in the two games. Performance evaluations are conducted, and the obtained results demonstrate the effectiveness of the propositions.

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Series: IEEE transactions on wireless communications
ISSN: 1536-1276
ISSN-E: 1558-2248
ISSN-L: 1536-1276
Volume: 19
Issue: 12
Pages: 8287 - 8302
DOI: 10.1109/TWC.2020.3021252
OADOI: https://oadoi.org/10.1109/TWC.2020.3021252
Type of Publication: A1 Journal article – refereed
Field of Science: 213 Electronic, automation and communications engineering, electronics
Subjects:
Funding: This work was partially supported by the European Union’s Horizon 2020bbResearch and Innovation Program through the 5G!Drones Project under Grant No. 857031, by the Academy of Finland 6Genesis project under Grant No. 318927, and by the Academy of Finland CSN project under Grant No. 311654.
EU Grant Number: (857031) 5G!Drones - Unmanned Aerial Vehicle Vertical Applications’ Trials Leveraging Advanced 5G Facilities
Academy of Finland Grant Number: 318927
311654
Detailed Information: 318927 (Academy of Finland Funding decision)
311654 (Academy of Finland Funding decision)
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