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QoS constrained power minimization in the MISO broadcast channel with imperfect CSI

机译:CSI不完美的MISO广播信道中的QoS约束功率最小化

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In this paper we consider the design of linear precoders and receivers in a Multiple-Input Single-Output (MISO) Broadcast Channel (BC). We aim to minimize the transmit power while meeting a set of per-user Quality-of-Service (QpS) constraints expressed in terms of per-user average rate requirements. The Channel State Information (CSI) is assumed to be known perfectly at the receivers but only partially at the transmitter. To solve this problem we convert the QpS constraints into Minimum Mean Square Error (MMSE) constraints. We then leverage MSE duality between the BC and the Multiple Access Channel (MAC), as well as standard interference functions in the dual MAC, to perform power minimization by means of an Alternating Optimization (AO) algorithm. Problem feasibility is also studied to determine whether the QpS cpnstraints can be met or not. Finally, we present an algorithm to balance the average rates and manage situations that may be unfeasible, or lead to an unacceptably high transmit power.
机译:在本文中,我们考虑了多输入单输出(MISO)广播信道(BC)中线性预编码器和接收器的设计。我们旨在最大程度地降低发射功率,同时满足一系列针对每个用户的平均速率要求表达的每个用户的服务质量(QpS)约束。假定信道状态信息(CSI)在接收器处是完全已知的,但在发送器处仅是部分已知的。为了解决这个问题,我们将QpS约束转换为最小均方误差(MMSE)约束。然后,我们利用BC和多路访问信道(MAC)之间的MSE对偶性以及双MAC中的标准干扰功能,通过交替优化(AO)算法来执行功率最小化。还研究了问题可行性,以确定是否可以满足QpS cpnstraints。最后,我们提出一种算法来平衡平均速率并管理可能不可行或导致不可接受的高发射功率的情况。

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