Comparison of CoMP and MISO for energy efficiency in HetNets

A. He, Lifeng Wang, Yue Chen, M. Hansard, Tiankui Zhang
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Abstract

Energy efficiency has become one of the key performance indicators for 5G wireless networks. Coordinated multipoint (CoMP) transmission/reception and multiinput single-output (MISO) are two technologies which can achieve higher energy efficiency in heterogeneous networks (HetNets) compared to conventional single-input single-out (SISO) systems. CoMP improves energy efficiency by joint transmission among cooperative base stations (BSs) while MISO achieves this by maximal ratio transmission (MRT) beamforming. In this paper, we use a stochastic geometry approach to analyze and compare the energy efficiency of CoMP and MISO in HetNets. First we derive an exact theoretical expression for the network coverage probability of MISO which is validated by Monte Carlo simulations. Then energy efficiency of a two-tier HetNet with CoMP and MISO is analyzed respectively and compared. Numerical results show that the energy efficiency of MISO rises with increasing number of antennas. The achievable energy efficiency of both CoMP and MISO is related closely to the density ratio between Pico BS (PBS) and Macro BS (MBS). When the density ratio is lower than a critical value, MISO is more energy efficient than CoMP; while CoMP outperforms MISO when the density ratio goes beyond the critical value. The exact critical value varies with the number of the antennas used in MISO.
在HetNets中比较CoMP和MISO的能源效率
能效已成为5G无线网络的关键性能指标之一。与传统的单输入单输出(SISO)系统相比,协调多点(CoMP)传输/接收和多输入单输出(MISO)是两种可以在异构网络(HetNets)中实现更高能效的技术。CoMP通过合作基站(BSs)之间的联合传输来提高能源效率,而MISO通过最大比传输(MRT)波束形成来实现这一目标。在本文中,我们使用随机几何方法来分析和比较在HetNets中CoMP和MISO的能源效率。首先导出了MISO网络覆盖概率的精确理论表达式,并通过蒙特卡罗仿真验证了该表达式的正确性。然后分别对CoMP和MISO两层HetNet的能效进行了分析和比较。数值结果表明,MISO的能量效率随着天线数的增加而增加。CoMP和MISO可实现的能源效率与Pico BS (PBS)和Macro BS (MBS)之间的密度比密切相关。当密度比低于某一临界值时,MISO比CoMP更节能;而当密度比超过临界值时,CoMP的性能优于MISO。精确的临界值随MISO中使用的天线数量而变化。
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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