Addressing spectrum efficiency through hybrid-duplex UAV communications : challenges and opportunities

Unmanned aerial vehicles (UAVs) are set to play a prominent role in next-generation communications networks. However, the shortage of available spectrum to support UAV communications is a crucial challenge towards realizing multi-UAV networks. To this end, a hybrid-duplex (HBD) UAV communication s...

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Main Authors: Tan, Ernest Zheng Hui, Madhukumar, A. S., Sirigina, Rajendra Prasad, Krishna, Anoop Kumar
Other Authors: School of Computer Science and Engineering
Format: Article
Language:English
Published: 2020
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Online Access:https://hdl.handle.net/10356/144690
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-1446902021-02-15T05:18:27Z Addressing spectrum efficiency through hybrid-duplex UAV communications : challenges and opportunities Tan, Ernest Zheng Hui Madhukumar, A. S. Sirigina, Rajendra Prasad Krishna, Anoop Kumar School of Computer Science and Engineering Engineering::Computer science and engineering Unmanned Aerial Vehicle Spectrum Efficiency Unmanned aerial vehicles (UAVs) are set to play a prominent role in next-generation communications networks. However, the shortage of available spectrum to support UAV communications is a crucial challenge towards realizing multi-UAV networks. To this end, a hybrid-duplex (HBD) UAV communication system, i.e., HBD-UCS, is a potential solution towards improving spectrum efficiency in UAV communications. In an HBD-UCS, UAVs with half-duplex (HD) transceivers simultaneously communicate on the same spectrum with full-duplex (FD) ground stations (GSs). However, HBD-UCSs are also limited by self-interference (SI) at the FD-enabled GSs and inter-UAV interference at the downlink UAVs. As such, accurate modeling of HBD-UCSs that realistically accounts for SI and inter-UAV interference is necessary before any realization of practical HBD-UCSs is possible. In this regard, this survey paper first discusses the state-of-the-art and open research problems in UAV channel modeling. Next, the literature on the various types of SI mitigation, and the modeling of FD transceiver impairments are discussed. An example signal model for the FD-enabled GS that considers the various FD transceiver impairments is also proposed, before critical technical and regulatory challenges are presented. At the HD UAVs, interference management strategies that can be potentially adopted are discussed, together with the associated state-of-the-art. Furthermore, realistic performance metrics, and open research problems, for the interference management strategies are also discussed. For multi-UAV scenarios in HBD-UCSs, potential non-orthogonal multiple access (NOMA) techniques for multi-UAV deployment are discussed, with an example power-domain NOMA signal model proposed for a NOMA-aided multi-UAV HBD-UCS. Relevant open research problems in power-domain NOMA are then presented for successive interference cancellation (SIC) detection, user-pairing, and DL-based techniques for a power-domain NOMA-aided multi-UAV HBD-UCS. Economic Development Board (EDB) Accepted version This research is jointly funded by Airbus Singapore Pte Ltd and the Singapore Economic Development Board (EDB). 2020-11-19T02:22:58Z 2020-11-19T02:22:58Z 2020 Journal Article Tan, E. Z. H., Madhukumar, A. S., Sirigina, R. P. & Krishna, A. K. (2020). Addressing spectrum efficiency through hybrid-duplex UAV communications : challenges and opportunities. Vehicular Communications, 24, 100235-. doi:10.1016/j.vehcom.2020.100235 2214-2096 https://hdl.handle.net/10356/144690 10.1016/j.vehcom.2020.100235 24 en Vehicular Communications © 2020 Elsevier Inc. All rights reserved. This paper was published in Vehicular Communications and is made available with permission of Elsevier Inc. application/pdf
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Engineering::Computer science and engineering
Unmanned Aerial Vehicle
Spectrum Efficiency
spellingShingle Engineering::Computer science and engineering
Unmanned Aerial Vehicle
Spectrum Efficiency
Tan, Ernest Zheng Hui
Madhukumar, A. S.
Sirigina, Rajendra Prasad
Krishna, Anoop Kumar
Addressing spectrum efficiency through hybrid-duplex UAV communications : challenges and opportunities
description Unmanned aerial vehicles (UAVs) are set to play a prominent role in next-generation communications networks. However, the shortage of available spectrum to support UAV communications is a crucial challenge towards realizing multi-UAV networks. To this end, a hybrid-duplex (HBD) UAV communication system, i.e., HBD-UCS, is a potential solution towards improving spectrum efficiency in UAV communications. In an HBD-UCS, UAVs with half-duplex (HD) transceivers simultaneously communicate on the same spectrum with full-duplex (FD) ground stations (GSs). However, HBD-UCSs are also limited by self-interference (SI) at the FD-enabled GSs and inter-UAV interference at the downlink UAVs. As such, accurate modeling of HBD-UCSs that realistically accounts for SI and inter-UAV interference is necessary before any realization of practical HBD-UCSs is possible. In this regard, this survey paper first discusses the state-of-the-art and open research problems in UAV channel modeling. Next, the literature on the various types of SI mitigation, and the modeling of FD transceiver impairments are discussed. An example signal model for the FD-enabled GS that considers the various FD transceiver impairments is also proposed, before critical technical and regulatory challenges are presented. At the HD UAVs, interference management strategies that can be potentially adopted are discussed, together with the associated state-of-the-art. Furthermore, realistic performance metrics, and open research problems, for the interference management strategies are also discussed. For multi-UAV scenarios in HBD-UCSs, potential non-orthogonal multiple access (NOMA) techniques for multi-UAV deployment are discussed, with an example power-domain NOMA signal model proposed for a NOMA-aided multi-UAV HBD-UCS. Relevant open research problems in power-domain NOMA are then presented for successive interference cancellation (SIC) detection, user-pairing, and DL-based techniques for a power-domain NOMA-aided multi-UAV HBD-UCS.
author2 School of Computer Science and Engineering
author_facet School of Computer Science and Engineering
Tan, Ernest Zheng Hui
Madhukumar, A. S.
Sirigina, Rajendra Prasad
Krishna, Anoop Kumar
format Article
author Tan, Ernest Zheng Hui
Madhukumar, A. S.
Sirigina, Rajendra Prasad
Krishna, Anoop Kumar
author_sort Tan, Ernest Zheng Hui
title Addressing spectrum efficiency through hybrid-duplex UAV communications : challenges and opportunities
title_short Addressing spectrum efficiency through hybrid-duplex UAV communications : challenges and opportunities
title_full Addressing spectrum efficiency through hybrid-duplex UAV communications : challenges and opportunities
title_fullStr Addressing spectrum efficiency through hybrid-duplex UAV communications : challenges and opportunities
title_full_unstemmed Addressing spectrum efficiency through hybrid-duplex UAV communications : challenges and opportunities
title_sort addressing spectrum efficiency through hybrid-duplex uav communications : challenges and opportunities
publishDate 2020
url https://hdl.handle.net/10356/144690
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