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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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 |
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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 |
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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 |
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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 |
_version_ |
1692012946392088576 |