UAV-Assisted Intelligent Reflecting Surface Symbiotic Radio System
This paper investigates a symbiotic unmanned aerial vehicle (UAV)-assisted intelligent reflecting surface (IRS) radio system, where the UAV is leveraged to help the IRS reflect its own signals to the base station, and meanwhile enhance the UAV transmission by passive beamforming at the IRS. First, w...
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Published in | IEEE transactions on wireless communications Vol. 20; no. 9; pp. 5769 - 5785 |
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Main Authors | , , , , , |
Format | Journal Article |
Language | English |
Published |
New York
IEEE
01.09.2021
The Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
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Abstract | This paper investigates a symbiotic unmanned aerial vehicle (UAV)-assisted intelligent reflecting surface (IRS) radio system, where the UAV is leveraged to help the IRS reflect its own signals to the base station, and meanwhile enhance the UAV transmission by passive beamforming at the IRS. First, we consider the weighted sum bit error rate (BER) minimization problem among all IRSs by jointly optimizing the UAV trajectory, IRS phase shift matrix, and IRS scheduling, subject to the minimum primary rate requirements. To tackle this complicated problem, a relaxation-based algorithm is proposed. We prove that the converged relaxation scheduling variables are binary, which means that no reconstruct strategy is needed, and thus the UAV rate constraints are automatically satisfied. Second, we consider the fairness BER optimization problem. We find that the relaxation-based method cannot solve this fairness BER problem since the minimum primary rate requirements may not be satisfied by the binary reconstruction operation. To address this issue, we first transform the binary constraints into a series of equivalent equality constraints. Then, a penalty-based algorithm is proposed to obtain a suboptimal solution. Numerical results are provided to evaluate the performance of the proposed designs under different setups, as compared with benchmarks. |
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AbstractList | This paper investigates a symbiotic unmanned aerial vehicle (UAV)-assisted intelligent reflecting surface (IRS) radio system, where the UAV is leveraged to help the IRS reflect its own signals to the base station, and meanwhile enhance the UAV transmission by passive beamforming at the IRS. First, we consider the weighted sum bit error rate (BER) minimization problem among all IRSs by jointly optimizing the UAV trajectory, IRS phase shift matrix, and IRS scheduling, subject to the minimum primary rate requirements. To tackle this complicated problem, a relaxation-based algorithm is proposed. We prove that the converged relaxation scheduling variables are binary, which means that no reconstruct strategy is needed, and thus the UAV rate constraints are automatically satisfied. Second, we consider the fairness BER optimization problem. We find that the relaxation-based method cannot solve this fairness BER problem since the minimum primary rate requirements may not be satisfied by the binary reconstruction operation. To address this issue, we first transform the binary constraints into a series of equivalent equality constraints. Then, a penalty-based algorithm is proposed to obtain a suboptimal solution. Numerical results are provided to evaluate the performance of the proposed designs under different setups, as compared with benchmarks. |
Author | Hua, Meng Li, Chunguo Wu, Qingqing Yang, Luxi Swindlehurst, A. Lee Pan, Cunhua |
Author_xml | – sequence: 1 givenname: Meng orcidid: 0000-0002-3121-6344 surname: Hua fullname: Hua, Meng email: mhua@seu.edu.cn organization: School of Information Science and Engineering, Southeast University, Nanjing, China – sequence: 2 givenname: Luxi orcidid: 0000-0003-1474-1806 surname: Yang fullname: Yang, Luxi email: lxyang@seu.edu.cn organization: School of Information Science and Engineering, Southeast University, Nanjing, China – sequence: 3 givenname: Qingqing orcidid: 0000-0002-0043-3266 surname: Wu fullname: Wu, Qingqing email: qingqingwu@um.edu.mo organization: State Key Laboratory of Internet of Things for Smart City, University of Macau, Macau, China – sequence: 4 givenname: Cunhua orcidid: 0000-0001-5286-7958 surname: Pan fullname: Pan, Cunhua email: c.pan@qmul.ac.uk organization: School of Electronic Engineering and Computer Science, Queen Mary University of London, London, U.K – sequence: 5 givenname: Chunguo orcidid: 0000-0002-4689-7226 surname: Li fullname: Li, Chunguo email: chunguoli@seu.edu.cn organization: School of Information Science and Engineering, Southeast University, Nanjing, China – sequence: 6 givenname: A. Lee orcidid: 0000-0002-0521-3107 surname: Swindlehurst fullname: Swindlehurst, A. Lee email: swindle@uci.edu organization: Center for Pervasive Communications and Computing, University of California at Irvine, Irvine, CA, USA |
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Snippet | This paper investigates a symbiotic unmanned aerial vehicle (UAV)-assisted intelligent reflecting surface (IRS) radio system, where the UAV is leveraged to... |
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SubjectTerms | Algorithms Array signal processing Beamforming Bit error rate Intelligent reflecting surface (IRS) Optimization phase shift optimization Reconfigurable intelligent surfaces Scheduling Signal to noise ratio Symbiosis Trajectory UAV trajectory optimization unmanned aerial vehicle (UAV) Unmanned aerial vehicles |
Title | UAV-Assisted Intelligent Reflecting Surface Symbiotic Radio System |
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