Energy efficient beam-alignment in millimeter wave networks

Muddassar Hussain, Nicolò Michelusi
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引用次数: 12

Abstract

Millimeter wave communications rely on narrow-beam transmissions to cope with the strong signal attenuation at these frequencies, thus demanding precise beam-alignment between transmitter and receiver. The resulting signaling overhead may become excessive, especially in mobile environments. This paper addresses the energy efficient design of the beam-alignment protocol, with the goal of minimizing power consumption under a transmission rate constraint. The optimality of fractional search is proved, which allocates a given fraction of the interval of uncertainty on the mobile user's angular coordinate during beam-alignment. The fractional value is shown to be a function of the communication-sensing energy ratio: when large, a wider beam is selected and the fractional value approaches 1/2 (bisection); when small, a narrower beam is used to reduce the energy cost of sensing; finally, when smaller than 1/2, sensing is suboptimal. It is proved that the energy consumption under fractional search is smaller than that under bisection by at least a quantity proportional to the product of the minimum energy per radian used during beam-alignment, and the initial uncertainty on the mobile user's angular coordinate. Numerical results demonstrate a 2dB reduction in the average power consumption compared to bisection, for a wide range of rates.
毫米波网络中的高能效波束对准
毫米波通信依靠窄波束传输来应对这些频率上的强信号衰减,因此要求发射器和接收器之间精确的波束对准。由此产生的信令开销可能会变得过大,尤其是在移动环境中。本文讨论了波束对准协议的节能设计,目标是在传输速率限制下最小化功耗。证明了分数搜索的最优性,即在波束对准过程中,在移动用户的角坐标上分配给定分数的不确定性区间。分数值是通信传感能量比的函数:当光束较大时,选择较宽的光束,分数值接近1/2(平分);在较小的情况下,采用较窄的光束来降低传感的能量成本;最后,当小于1/2时,感知是次优的。证明了分数搜索下的能量消耗比等分搜索下的能量消耗至少小一个与波束对准时每弧度最小能量与移动用户角坐标上的初始不确定性的乘积成正比的量。数值结果表明,在较宽的速率范围内,与对分法相比,平均功耗降低了2dB。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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