Energy-efficient coordinated beamforming with individual data rate constraints

Yang Li, Yafei Tian, Chenyang Yang
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引用次数: 11

Abstract

Coordinated beamforming has been optimized to maximize the sum rate under the transmit power constraints, or to minimize the transmit power under the data rate constraints. In this paper, we study coordinated beamforming to maximize the energy efficiency (EE) of multi-cell multi-antenna systems meanwhile ensuring the individual data rate requirement of each user. To find a solution of the non-convex optimization problem for the precoding design, we construct a convex subset of the original constraint set and a quasi-concave lower bound of the EE. Then, we propose an iterative algorithm to maximize the lower bound of the EE within the convex subset. We evaluate the EE of the proposed algorithm through simulations under different data rate requirements, user locations, and cell-edge signal-to-noise ratios. The results demonstrate that the proposed precoder is much more energy-efficient than the transmit power minimization precoder when the circuit power consumption dominates, and always outperforms two interference-free transmission schemes with the optimized transmit power toward maximizing the EE.
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具有单个数据速率约束的节能协调波束形成
协调波束形成已被优化为在发射功率约束下最大化和速率,或在数据速率约束下最小化发射功率。为了最大限度地提高多小区多天线系统的能量效率,同时保证每个用户的个人数据速率要求,本文研究了协调波束形成。为了寻找预编码设计的非凸优化问题的解,构造了原约束集的凸子集和EE的拟凹下界。然后,我们提出了一种迭代算法来最大化凸子集内EE的下界。我们通过在不同数据速率要求、用户位置和蜂窝边缘信噪比下的模拟来评估所提出算法的EE。结果表明,在电路功耗占主导地位的情况下,所提出的预编码器比发射功率最小化预编码器节能得多,并且以优化的发射功率最大化EE,始终优于两种无干扰的传输方案。
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