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Joint Design of Reconfigurable Intelligent Surfaces and Transmit Beamforming Under Proper and Improper Gaussian Signaling

机译:可重新配置智能表面的联合设计,在适当和不正确的高斯信号下发射波束形成

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This paper considers a network consisting of a multiple antenna array access point serving multiple single antenna downlink users with the assistance of a reconfigurable intelligent surface (RIS). The reflecting coefficients of the RIS can be programmed to ensure that the signals reflected from the RIS elements add coherently at the users. The joint design of these programmable reflecting coefficients and transmit beamforming to maximize the users' worst rate is addressed. Under either proper Gaussian signaling (PGS) or improper Gaussian signaling (IGS), the design poses a very computationally challenging nonconvex problem. Based on their exactly penalized optimization reformulation, which incorporates the computationally intractable unit-modulus constraints on the reflecting coefficients into the optimization objectives, new iterative algorithms of low computational complexity, which converge at least to a locally optimal solution, are developed. The provided simulations show not only the benefit of using the RIS, but also the advantage of IGS over PGS in delivering higher rates to users.
机译:本文考虑了由多个天线阵列接入点组成的网络,该访问点在可重新配置的智能表面(RIS)的帮助下为多个单个天线下行用户提供。可以对RIS的反射系数进行编程,以确保从RIS元素反射的信号在用户处相干地添加。解决这些可编程反射系数的联合设计和发送波束成形以最大化用户最差速率。在适当的高斯信令(PGS)或不正确的高斯信令(IGS)下,设计构成了非常计算挑战的非谐波问题。基于它们的完全惩罚优化重构,其将反映系数上的计算上棘手的单元模量约束结合到优化目标中,开发了至少在局部最佳解决方案中收敛的低计算复杂度的新迭代算法。所提供的模拟不仅显示使用RIS的益处,而且缺乏PGS对用户提供更高速率的IGS的优势。

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