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Energy Efficient Coordinated Beamforming for Multi-cell MISO Systems

机译:多小区MISO系统的能量高效协调波束形成

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In this paper, we investigate the optimal energy efficient coordinated beamforming in multi-cell multiple-input single-output (MISO) systems with K multiple-antenna base stations (BS) and K single-antenna mobile stations (MS), where each BS sends information to its own intended MS with cooperatively designed transmit beamforming. We assume single user detection at the MS by treating the interference as noise. By taking into account a realistic power model at the BS, we characterize the Pareto boundary of the achievable energy efficiency (EE) region of the K links, where the EE of each link is defined as the achievable data rate at the MS divided by the total power consumption at the BS. Since the EE of each link is non-cancave (which is a non-concave function over an affine function), characterizing this boundary is difficult. To meet this challenge, we relate this multi-cell MISO system to cognitive radio (CR) MISO channels by applying the concept of interference temperature (IT), and accordingly transform the EE boundary characterization problem into a set of fractional concave programming problems. Then, we apply the fractional concave programming technique to solve these fractional concave problems, and correspondingly give a parametrization for the EE boundary in terms of IT levels. Based on this characterization, we further present a decentralized algorithm to implement the multi-cell coordinated beamforming, which is shown by simulations to achieve the EE Pareto boundary.
机译:在本文中,我们研究了具有K个多天线基站(BS)和K个单天线移动台(MS)的多小区多输入单输出(MISO)系统中的最佳节能协调波束形成,其中每个基站通过协同设计的发射波束形成将信息发送到其自己的预期MS。我们假设通过将干扰视为噪声,在MS处进行单用户检测。通过考虑基站的实际功率模型,我们描述了K个链路的可实现能量效率(EE)区域的帕累托边界,其中每个链路的EE定义为MS的可实现数据速率除以基站的总功率消耗。由于每个连接的EE是非凹的(这是仿射函数上的非凹函数),因此很难描述此边界。为了应对这一挑战,我们通过应用干扰温度(IT)的概念,将多小区MISO系统与认知无线电(CR)MISO信道联系起来,并相应地将EE边界表征问题转化为一组分数凹规划问题。然后,我们应用分数凹规划技术来解决这些分数凹问题,并相应地给出了EE边界的参数化。基于这一特性,我们进一步提出了一种实现多小区协调波束形成的分散算法,仿真结果表明该算法可以实现EE-Pareto边界。

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