高载波频率下超密集蜂窝网络室内规划优化

Saray Renilla Lamas, D. González, Jyri Hämäläinen
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引用次数: 19

摘要

蜂窝通信在过去几年中呈指数级增长。该行业在未来十年面临的挑战是需要进行重大变革,即新的范例,而不仅仅是当前技术的渐进式进步。网络致密化和高频通信被广泛认为是这场革命的基石。了解市场需求并确定关键场景也至关重要。毫无疑问,由于其战略重要性和技术问题,集中了很大一部分需求的室内覆盖值得特别关注。本文通过引入基于毫米波(mmW)的密集蜂窝网络室内规划的新框架,在这一领域做出了贡献,这是一种有前途的方法,可以根据未来第五代(5G)的期望为室内用户提供极高的数据速率。因此,通过利用这两种范式,基于多目标优化和光线追踪技术的规划框架成功地提供了有效的方法来确定接近最优的网络配置,这些配置既针对特定场景,又针对任意服务需求分布进行了优化。结果表明,这种拓扑在几个相互冲突的性能指标(如容量、网络成本和蜂窝边缘性能)之间提供了最佳的权衡。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Indoor planning optimization of ultra-dense cellular networks at high carrier frequencies
Cellular communications have witnessed an exponential growth over the last few years. The challenges the industry faces for the next decade arise the need for significant changes, i.e., new paradigms away from just incremental advances in the current technologies. Network densification and high frequency communications are widely-recognized as cornerstones of this revolution. Understanding the needs of the market and identify key scenarios are also of paramount importance. Without a doubt, indoor coverage, concentrating a significant part of the demand, deserves special attention due to its strategic importance and technical issues. This paper makes a contribution in this field by introducing a novel framework for indoor planning of dense cellular networks based on millimeter Waves (mmW), a promising approach to provide extremely high data rates to indoor users according to the expectations of the future fifth generation (5G). Thus, by taking advantage of these two paradigms, the proposed planning framework, based on multiobjective optimization and ray-tracing techniques, succeeds in providing effective means to determine near-optimal network configurations that are both scenario-specific and optimized for arbitrary service demand distributions. The results show that such topologies provide the best tradeoff among several conflicting performance indicators, such as capacity, network cost, and cell-edge performance.
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