Cooperative Beamforming Design for Multiple RIS-Assisted Communication Systems

Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

7 Scopus Citations
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  • Xiaoyan Ma
  • Yuguang Fang
  • Haixia Zhang
  • Shuaishuai Guo
  • Dongfeng Yuan


Original languageEnglish
Pages (from-to)10949-10963
Journal / PublicationIEEE Transactions on Wireless Communications
Issue number12
Online published13 Jul 2022
Publication statusPublished - Dec 2022
Externally publishedYes


Reconfigurable intelligent surface (RIS) provides a promising way to build programmable wireless transmission environments. Owing to the massive number of controllable reflecting elements on the surface, RIS is capable of providing considerable passive beamforming gains. At present, most related works mainly consider the modeling, design, performance analysis and optimization of single-RIS-assisted systems. Although there are a few of works that investigate multiple RISs individually serving their associated users, the cooperation among multiple RISs is not well considered as yet. To fill the gap, this paper studies a cooperative beamforming design for multi-RIS-assisted communication systems, where multiple RISs are deployed to assist the downlink communications from a base station to its users. To do so, we first model the general channel from the base station to the users for arbitrary number of reflection links. Then, we formulate an optimization problem to maximize the sum rate of all users. Analysis shows that the formulated problem is difficult to solve due to its non-convexity and the interactions among the decision variables. To solve it effectively, we first decouple the problem into three disjoint subproblems. Then, by introducing appropriate auxiliary variables, we derive the closed-form expressions for the decision variables and propose a low-complexity cooperative beamforming algorithm. Simulation results have verified the effectiveness of the proposed algorithm through comparison with various baseline methods. Furthermore, these results also unveil that, for the sum rate maximization, distributing the reflecting elements among multiple RISs is superior to deploying them at one single RIS.

Research Area(s)

  • Array signal processing, Base stations, Channel models, cooperative beamforming design, multi-hop transmission, Optimization, Receiving antennas, Reconfigurable intelligent surface (RIS), Transmitting antennas, Wireless communication

Citation Format(s)

Cooperative Beamforming Design for Multiple RIS-Assisted Communication Systems. / Ma, Xiaoyan; Fang, Yuguang; Zhang, Haixia et al.
In: IEEE Transactions on Wireless Communications, Vol. 21, No. 12, 12.2022, p. 10949-10963.

Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review