Reconfigurable Intelligent Surface Assisted UAV Communication: Joint Trajectory Design and Passive Beamforming
Thanks to the line-of-sight (LoS) transmission and flexibility, unmanned aerial vehicles (UAVs) effectively improve the throughput of wireless networks. Nevertheless, the LoS links are prone to severe deterioration by complex propagation environments, especially in urban areas. Reconfigurable intell...
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Published in | IEEE wireless communications letters Vol. 9; no. 5; pp. 716 - 720 |
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Main Authors | , , , , |
Format | Journal Article |
Language | English |
Published |
Piscataway
IEEE
01.05.2020
The Institute of Electrical and Electronics Engineers, Inc. (IEEE) IEEE comsoc |
Subjects | |
Online Access | Get full text |
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Abstract | Thanks to the line-of-sight (LoS) transmission and flexibility, unmanned aerial vehicles (UAVs) effectively improve the throughput of wireless networks. Nevertheless, the LoS links are prone to severe deterioration by complex propagation environments, especially in urban areas. Reconfigurable intelligent surfaces (RISs), as a promising technique, can significantly improve the propagation environment and enhance communication quality by intelligently reflecting the received signals. Motivated by this, the joint UAV trajectory and RIS's passive beamforming design for a novel RIS-assisted UAV communication system is investigated to maximize the average achievable rate in this letter. To tackle the formulated non-convex problem, we divide it into two subproblems, namely, passive beamforming and trajectory optimization. We first derive a closed-form phase-shift solution for any given UAV trajectory to achieve the phase alignment of the received signals from different transmission paths. Then, with the optimal phase-shift solution, we obtain a suboptimal trajectory solution by using the successive convex approximation (SCA) method. Numerical results demonstrate that the proposed algorithm can considerably improve the average achievable rate of the system. |
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AbstractList | Thanks to the line-of-sight (LoS) transmission and flexibility, unmanned aerial vehicles (UAVs) effectively improve the throughput of wireless networks. Nevertheless, the LoS links are prone to severe deterioration by complex propagation environments, especially in urban areas. Reconfigurable intelligent surfaces (RISs), as a promising technique, can significantly improve the propagation environment and enhance communication quality by intelligently reflecting the received signals. Motivated by this, the joint UAV trajectory and RIS's passive beamforming design for a novel RIS-assisted UAV communication system is investigated to maximize the average achievable rate in this letter. To tackle the formulated non-convex problem, we divide it into two subproblems, namely, passive beamforming and trajectory optimization. We first derive a closed-form phase-shift solution for any given UAV trajectory to achieve the phase alignment of the received signals from different transmission paths. Then, with the optimal phase-shift solution, we obtain a suboptimal trajectory solution by using the successive convex approximation (SCA) method. Numerical results demonstrate that the proposed algorithm can considerably improve the average achievable rate of the system. |
Author | Li, Sixian Di Renzo, Marco Liang, Ying-Chang Duo, Bin Yuan, Xiaojun |
Author_xml | – sequence: 1 givenname: Sixian surname: Li fullname: Li, Sixian email: sxli@std.uestc.edu.cn organization: National Laboratory of Science and Technology on Communications, University of Electronic Science and Technology of China, Chengdu, China – sequence: 2 givenname: Bin orcidid: 0000-0003-3133-0005 surname: Duo fullname: Duo, Bin email: duo_bin@163.com organization: National Laboratory of Science and Technology on Communications, University of Electronic Science and Technology of China, Chengdu, China – sequence: 3 givenname: Xiaojun orcidid: 0000-0002-0433-6535 surname: Yuan fullname: Yuan, Xiaojun email: xjyuan@uestc.edu.cn organization: National Laboratory of Science and Technology on Communications, University of Electronic Science and Technology of China, Chengdu, China – sequence: 4 givenname: Ying-Chang orcidid: 0000-0003-2671-5090 surname: Liang fullname: Liang, Ying-Chang email: liangyc@ieee.org organization: National Laboratory of Science and Technology on Communications, University of Electronic Science and Technology of China, Chengdu, China – sequence: 5 givenname: Marco surname: Di Renzo fullname: Di Renzo, Marco email: marco.direnzo@l2s.centralesupelec.fr organization: Laboratoire des Signaux et Systèmes, CNRS, CentraleSupélec, Université Paris-Sud, Université Paris-Saclay, Gif-sur-Yvette, France |
BackLink | https://hal.science/hal-03020420$$DView record in HAL |
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CODEN | IWCLAF |
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Cites_doi | 10.1109/ACCESS.2019.2935192 10.1109/TWC.2019.2936025 10.1109/JSAC.2012.120614 10.1109/JIOT.2018.2874531 10.1109/MCOM.001.1900107 10.1109/LWC.2019.2948632 10.1109/TVT.2020.2977948 10.1109/COMST.2015.2495297 10.1109/TWC.2019.2892461 10.1109/TWC.2019.2922609 10.1109/ICASSP.2019.8683663 10.1017/CBO9780511807213 10.23919/JCIN.2019.8917871 |
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SubjectTerms | Algorithms Antenna arrays Approximation algorithms Array signal processing Beamforming Communication Communication systems Communications systems Engineering Sciences Line of sight communication Mathematical analysis Optimization passive beamforming Phase shift Propagation reconfigurable intelligent surface Reconfigurable intelligent surfaces Signal and Image processing Trajectory trajectory design Trajectory optimization UAV communication Unmanned aerial vehicles Urban areas Wireless networks |
Title | Reconfigurable Intelligent Surface Assisted UAV Communication: Joint Trajectory Design and Passive Beamforming |
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