Reconfigurable Intelligent Surface Aided Constant-Envelope Wireless Power Transfer
By reconfiguring the propagation environment of electromagnetic waves artificially, reconfigurable intelligent surfaces (RISs) have been regarded as a promising and revolutionary hardware technology to improve the energy and spectrum efficiency of wireless networks. In this paper, we study a RIS aid...
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Published in | IEEE transactions on signal processing Vol. 69; pp. 1347 - 1361 |
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Main Authors | , , , |
Format | Journal Article |
Language | English |
Published |
New York
IEEE
2021
The Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
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Abstract | By reconfiguring the propagation environment of electromagnetic waves artificially, reconfigurable intelligent surfaces (RISs) have been regarded as a promising and revolutionary hardware technology to improve the energy and spectrum efficiency of wireless networks. In this paper, we study a RIS aided multiuser multiple-input multiple-output (MIMO) wireless power transfer (WPT) system, where the transmitter is equipped with a constant-envelope analog beamformer. First, we maximize the total received power of the users by jointly optimizing the beamformer at transmitter and the phase-shifts at the RIS, and propose two alternating optimization based suboptimal solutions by leveraging the semidefinite relaxation (SDR) and the successive convex approximation (SCA) techniques respectively. Then, considering the user fairness, we formulate another problem to maximize the total received power subject to the users' individual minimum received power constraints. A low complexity iterative algorithm based on both alternating direction method of multipliers (ADMM) and SCA techniques is proposed to solve this problem. In the case of multiple users, we further analyze the asymptotic performance as the number of RIS elements approaches infinity, and bound the performance loss caused by RIS phase quantization. Numerical results show the correctness of the analysis results and the effectiveness of the proposed algorithms. |
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AbstractList | By reconfiguring the propagation environment of electromagnetic waves artificially, reconfigurable intelligent surfaces (RISs) have been regarded as a promising and revolutionary hardware technology to improve the energy and spectrum efficiency of wireless networks. In this paper, we study a RIS aided multiuser multiple-input multiple-output (MIMO) wireless power transfer (WPT) system, where the transmitter is equipped with a constant-envelope analog beamformer. First, we maximize the total received power of the users by jointly optimizing the beamformer at transmitter and the phase-shifts at the RIS, and propose two alternating optimization based suboptimal solutions by leveraging the semidefinite relaxation (SDR) and the successive convex approximation (SCA) techniques respectively. Then, considering the user fairness, we formulate another problem to maximize the total received power subject to the users' individual minimum received power constraints. A low complexity iterative algorithm based on both alternating direction method of multipliers (ADMM) and SCA techniques is proposed to solve this problem. In the case of multiple users, we further analyze the asymptotic performance as the number of RIS elements approaches infinity, and bound the performance loss caused by RIS phase quantization. Numerical results show the correctness of the analysis results and the effectiveness of the proposed algorithms. |
Author | Liang, Ying-Chang Yuan, Xiaojun Yang, Huiyuan Fang, Jun |
Author_xml | – sequence: 1 givenname: Huiyuan surname: Yang fullname: Yang, Huiyuan email: hyyang@std.uestc.edu.cn organization: National Key Laboratory of Science and Technology on Communication, University of Electronic Science and Technology of China, Chengdu, China – sequence: 2 givenname: Xiaojun orcidid: 0000-0002-0433-6535 surname: Yuan fullname: Yuan, Xiaojun email: xjyuan@uestc.edu.cn organization: National Key Laboratory of Science and Technology on Communication, University of Electronic Science and Technology of China, Chengdu, China – sequence: 3 givenname: Jun surname: Fang fullname: Fang, Jun email: JunFang@uestc.edu.cn organization: National Key Laboratory of Science and Technology on Communication, 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 Key Laboratory of Science and Technology on Communication, University of Electronic Science and Technology of China, Chengdu, China |
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SubjectTerms | Array signal processing Beamforming constant-envelope beamforming Electromagnetic radiation Iterative algorithms Iterative methods Optimization Radio transmitters Receiving antennas Reconfigurable intelligent surface Reconfigurable intelligent surfaces Transmitting antennas Wave propagation Wireless communication Wireless networks Wireless power transfer Wireless power transmission |
Title | Reconfigurable Intelligent Surface Aided Constant-Envelope Wireless Power Transfer |
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