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Weighted Sum-Rate Maximization for Reconfigurable Intelligent Surface Aided Wireless Networks

IEEE Transactions on Wireless Communications · 2020 · Vol. 19(5) · pp. 3064–3076
Huayan GuoYing‐Chang LiangJie ChenErik G. Larsson

Abstract

Reconfigurable intelligent surfaces (RIS) is a promising solution to build a programmable wireless environment via steering the incident signal in fully customizable ways with reconfigurable passive elements. In this paper, we consider a RIS-aided multiuser multiple-input single-output (MISO) downlink communication system. Our objective is to maximize the weighted sum-rate (WSR) of all users by joint designing the beamforming at the access point (AP) and the phase vector of the RIS elements, while both the perfect channel state information (CSI) setup and the imperfect CSI setup are investigated. For perfect CSI setup, a low-complexity algorithm is proposed to obtain the stationary solution for the joint design problem by utilizing the fractional programming technique. Then, we resort to the stochastic successive convex approximation technique and extend the proposed algorithm to the scenario wherein the CSI is imperfect. The validity of the proposed methods is confirmed by numerical results. In particular, the proposed algorithm performs quite well when the channel uncertainty is smaller than 10%.

Advanced Wireless Communication TechnologiesIndoor and Outdoor Localization TechnologiesAntenna Design and AnalysisComputer scienceBeamformingTelecommunications linkWirelessChannel state informationChannel (broadcasting)Mathematical optimizationMaximizationWireless networkComputational complexity theory

Funding

  • National Natural Science Foundation of China
  • Vetenskapsrådet
  • Higher Education Discipline Innovation Project
  • National Key Research and Development Program of China
Citations
984
FWCI
63.81
field-weighted impact
References
64
Percentile
100%
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References
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IEEE Transactions on Antennas and Propagation · 2013 · 914 citations
Majorization-Minimization Algorithms in Signal Processing, Communications, and Machine Learning
IEEE Transactions on Signal Processing · 2016 · 1,714 citations
Nonlinear Programming
Journal of the Operational Research Society · 1997 · 10,911 citations
A New Wireless Communication Paradigm through Software-Controlled Metasurfaces
IEEE Communications Magazine · 2018 · 1,292 citations
Large Intelligent Surface-Assisted Wireless Communication Exploiting Statistical CSI
IEEE Transactions on Vehicular Technology · 2019 · 927 citations
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